@prefix edu: . @prefix dcterms: . @prefix skos: . @prefix rdfs: . @prefix schema: . # Generated by knobit-development/export_knobits.py from the register; do not edit. # Conforms to LCG-KNOBIT 0.1. Metamodel: bitbucket.org/reffa/ontology, metamodel/ a schema:Dataset ; dcterms:identifier "SCOPE-1" ; dcterms:title "Reference and master data (DAMA-DMBOK2)"@en ; dcterms:description "Recognising and repairing defects in reference and master data deliverables - domains and hub style, reference data sets and crosswalks, match rules, survivorship and stewardship - and treating every merge and every code as an identity claim to be earned, dated and traced: the competence the reference-master-data skill applies, and that skill-tests assesses."@en ; skos:note "domain: Data management, reference and master data (DAMA-DMBOK2 chapter 10)"@en ; skos:note "level: CDMP Practitioner: the Master and Reference Data Management specialist exam (DAMA International)"@en ; skos:note "audience: MDM architects, data stewards, and AI models assessed by skill-tests"@en ; edu:graphRelevance ; edu:graphRelevance ; edu:graphRelevance ; schema:license ; dcterms:rights "Copyright 2026 Peep Küngas. Licensed under CC BY 4.0." ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-101" ; rdfs:label "Recognises two systems of record for one attribute"@en ; skos:prefLabel "Recognises two systems of record for one attribute"@en ; skos:altLabel "Two systems of record for one attribute"@en ; skos:definition "One attribute with two designated systems of record."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "attribute with two designated systems of record"@en ; edu:expectedResult "The attribute and its one system of record"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: Address: SoR core banking and CRM Acceptable: One SoR per attribute"@en ; edu:assessmentMethod "skill-tests task: Party domain MDM design (rmd-domains-hub-style)"@en ; dcterms:source "Review checklist 01-domains-hub-style, row 1 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-102" ; rdfs:label "Recognises a hub style contradicting where data is authored"@en ; skos:prefLabel "Recognises a hub style contradicting where data is authored"@en ; skos:altLabel "Hub style contradicting authoring"@en ; skos:definition "The style assumes authoring that does not happen."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "hub style assuming authoring that does not happen"@en ; edu:expectedResult "The style, the authors it ignores and a style that fits"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: \"Centralised\" while CRM and core banking both keep editing addresses Acceptable: Coexistence, or authoring moved to the hub first"@en ; edu:assessmentMethod "skill-tests task: Party domain MDM design (rmd-domains-hub-style)"@en ; dcterms:source "Review checklist 01-domains-hub-style, row 2 (DMBOK)"@en ; edu:appliesKnowledge ; edu:appliesKnowledge ; edu:followedBy ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-103" ; rdfs:label "Recognises overlapping master data domains"@en ; skos:prefLabel "Recognises overlapping master data domains"@en ; skos:altLabel "Overlapping domains"@en ; skos:definition "Two domains covering the same real-world things."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "two domains covering the same real-world things"@en ; edu:expectedResult "The domains and one domain with roles"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: MD-01 Customer and MD-04 Counterparty both include retail customers who borrow Acceptable: One party domain with roles"@en ; edu:assessmentMethod "skill-tests task: Party domain MDM design (rmd-domains-hub-style)"@en ; dcterms:source "Review checklist 01-domains-hub-style, row 3 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-104" ; rdfs:label "Recognises a master attribute authored nowhere"@en ; skos:prefLabel "Recognises a master attribute authored nowhere"@en ; skos:altLabel "Attribute authored nowhere"@en ; skos:definition "An attribute in the domain no source authors."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "domain attribute no source authors"@en ; edu:expectedResult "The attribute and a source for it"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: LEI in Party; no source captures it Acceptable: Source assigned, or attribute dropped"@en ; edu:assessmentMethod "skill-tests task: Party domain MDM design (rmd-domains-hub-style)"@en ; dcterms:source "Review checklist 01-domains-hub-style, row 4 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-105" ; rdfs:label "Recognises a registry where a persisted golden record is needed"@en ; skos:prefLabel "Recognises a registry where a persisted golden record is needed"@en ; skos:altLabel "Registry where a persisted golden record is needed"@en ; skos:definition "A use case needs a persisted, auditable golden record; the style keeps none."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "registry style for a use case needing an auditable golden record"@en ; edu:expectedResult "The use case and a persisted style"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: AML screening input from a registry-style hub Acceptable: Consolidation or coexistence"@en ; edu:assessmentMethod "skill-tests task: Party domain MDM design (rmd-domains-hub-style)"@en ; dcterms:source "Review checklist 01-domains-hub-style, row 5 (DMBOK)"@en ; edu:appliesKnowledge ; edu:followedBy ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-106" ; rdfs:label "Recognises a master data domain with no owner"@en ; skos:prefLabel "Recognises a master data domain with no owner"@en ; skos:altLabel "Domain with no owner"@en ; skos:definition "Nobody approves the domain's rules."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "domain without an owner"@en ; edu:expectedResult "The domain and its owner"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: MD-02 Product `owner: null` Acceptable: Owner named"@en ; edu:assessmentMethod "Review of the stage 1 eval project (reffa/skills, reference-master-data/evals)"@en ; dcterms:source "Review checklist 01-domains-hub-style, row 6 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-107" ; rdfs:label "Recognises a system of record outside the attribute's authors"@en ; skos:prefLabel "Recognises a system of record outside the attribute's authors"@en ; skos:altLabel "System of record that does not author the attribute"@en ; skos:definition "The SoR is not among the attribute's authors."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "system of record not authoring the attribute"@en ; edu:expectedResult "The attribute and an authoring system of record"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: Date of birth SoR = CRM; only core banking and loan origination author it Acceptable: SoR among the authors"@en ; edu:assessmentMethod "skill-tests task: Party domain MDM design (rmd-domains-hub-style)"@en ; dcterms:source "Review checklist 01-domains-hub-style, row 7 (8000-110; DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-108" ; rdfs:label "Recognises a master data domain with no scope"@en ; skos:prefLabel "Recognises a master data domain with no scope"@en ; skos:altLabel "Domain with no scope"@en ; skos:definition "No definition of what the domain covers."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "domain without a stated boundary"@en ; edu:expectedResult "The domain and its scope"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: MD-03 Account `scope: null` Acceptable: Scope and boundary stated"@en ; edu:assessmentMethod "Review of the stage 1 eval project (reffa/skills, reference-master-data/evals)"@en ; dcterms:source "Review checklist 01-domains-hub-style, row 8 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-131" ; rdfs:label "Matches the hub style to authoring reality"@en ; skos:prefLabel "Matches the hub style to authoring reality"@en ; skos:definition "A style consistent with where attributes are authored - coexistence while sources still author, centralised only once authoring moves to the hub"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Matches"@en ; edu:targetObject "MDM hub style"@en ; edu:expectedResult "A style consistent with where attributes are authored - coexistence while sources still author, centralised only once authoring moves to the hub"@en ; edu:assessmentCriterion "The style needs no authoring that does not happen"@en ; edu:assessmentMethod "skill-tests task: Party domain MDM design (rmd-domains-hub-style)"@en ; dcterms:source "Graded on its own by rmd-domains-hub-style"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-132" ; rdfs:label "Chooses a persisted hub style where a use case needs a golden record"@en ; skos:prefLabel "Chooses a persisted hub style where a use case needs a golden record"@en ; skos:definition "Consolidation or coexistence where a use case such as AML screening needs a persisted, auditable golden record"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Chooses"@en ; edu:targetObject "hub style for an auditable use case"@en ; edu:expectedResult "Consolidation or coexistence where a use case such as AML screening needs a persisted, auditable golden record"@en ; edu:assessmentCriterion "Every use case needing a persisted golden record gets one"@en ; edu:assessmentMethod "skill-tests task: Party domain MDM design (rmd-domains-hub-style)"@en ; dcterms:source "Graded on its own by rmd-domains-hub-style"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-133" ; rdfs:label "Keeps the authoring matrix as observed"@en ; skos:prefLabel "Keeps the authoring matrix as observed"@en ; skos:definition "The matrix left as the systems show it, with no source invented and no authoring moved to fit a preferred style"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Keeps"@en ; edu:targetObject "authoring matrix"@en ; edu:expectedResult "The matrix left as the systems show it, with no source invented and no authoring moved to fit a preferred style"@en ; edu:assessmentCriterion "Design follows the matrix, not the reverse"@en ; edu:assessmentMethod "skill-tests task: Party domain MDM design (rmd-domains-hub-style)"@en ; dcterms:source "Graded on its own by rmd-domains-hub-style"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-151" ; rdfs:label "Explains MDM hub styles"@en ; skos:prefLabel "Explains MDM hub styles"@en ; skos:definition "Registry (index to sources), consolidation (persisted read-only golden copy), coexistence (golden copy synchronised back) and centralised or transaction hub (the hub authors) - and what each assumes (DMBOK2 ch. 10)."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "MDM architectural approaches"@en ; edu:expectedResult "Registry (index to sources), consolidation (persisted read-only golden copy), coexistence (golden copy synchronised back) and centralised or transaction hub (the hub authors) - and what each assumes (DMBOK2 ch. 10)."@en ; edu:assessmentCriterion "Answers a written question on the MDM architectural approaches correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 1 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-152" ; rdfs:label "Explains authoring and the system of record for master data"@en ; skos:prefLabel "Explains authoring and the system of record for master data"@en ; skos:definition "Which sources create or change each attribute, and one system of record per attribute among them (DMBOK2 ch. 10; ISO 8000-110)."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "master data authoring"@en ; edu:expectedResult "Which sources create or change each attribute, and one system of record per attribute among them (DMBOK2 ch. 10; ISO 8000-110)."@en ; edu:assessmentCriterion "Answers a written question on the master data authoring correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 1 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-153" ; rdfs:label "Explains master data domains"@en ; skos:prefLabel "Explains master data domains"@en ; skos:definition "Party, product, account and other domains with a scope, a boundary and an owner; roles instead of overlapping domains."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "master data domains"@en ; edu:expectedResult "Party, product, account and other domains with a scope, a boundary and an owner; roles instead of overlapping domains."@en ; edu:assessmentCriterion "Answers a written question on the master data domains correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 1 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-201" ; rdfs:label "Recognises a local list duplicating an ISO one"@en ; skos:prefLabel "Recognises a local list duplicating an ISO one"@en ; skos:altLabel "Local list duplicating an ISO one"@en ; skos:definition "A bank-defined list for something an ISO standard covers."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "bank-defined list for what an ISO standard covers"@en ; edu:expectedResult "The list and the standard to use or map to"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: VS-030 loan-system country list with codes like \"EST\", \"FIN\" and its own numbering Acceptable: ISO 3166-1 alpha-2, or a crosswalk to it"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Review checklist 02-reference-data, row 1 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-202" ; rdfs:label "Recognises a crosswalk not 1:1 treated as 1:1"@en ; skos:prefLabel "Recognises a crosswalk not 1:1 treated as 1:1"@en ; skos:altLabel "Crosswalk not 1:1 treated as 1:1"@en ; skos:definition "Declared cardinality differs from the pairs, or a many-to-one crosswalk used in reverse."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "crosswalk declared or used against the cardinality of its pairs"@en ; edu:expectedResult "The crosswalk, its true cardinality and its allowed direction"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: CW-001 legacy loan status → account status is N:1, declared 1:1 and used to derive legacy status Acceptable: Cardinality N:1, forward use only"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Review checklist 02-reference-data, row 2 (DMBOK; 11179)"@en ; edu:appliesKnowledge ; edu:followedBy ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-203" ; rdfs:label "Recognises reference values with no effective dates"@en ; skos:prefLabel "Recognises reference values with no effective dates"@en ; skos:altLabel "No effective dating"@en ; skos:definition "Values without effective_from."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "values without effective_from"@en ; edu:expectedResult "The values and their dates"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: VS-020 account status values have no dates Acceptable: Dates on every value"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Review checklist 02-reference-data, row 3 (8000-115; DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-204" ; rdfs:label "Recognises a retired code still issued"@en ; skos:prefLabel "Recognises a retired code still issued"@en ; skos:altLabel "Retired code still issued"@en ; skos:definition "A code with an end date still active."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "code past its end date still active"@en ; edu:expectedResult "The code retired"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: VS-020 \"S\" suspended ended 2024-12-31, status active Acceptable: status retired"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Review checklist 02-reference-data, row 4 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-205" ; rdfs:label "Recognises a code reused with a new meaning"@en ; skos:prefLabel "Recognises a code reused with a new meaning"@en ; skos:altLabel "Code reused with a new meaning"@en ; skos:definition "One code whose meaning changed, overwritten."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "code whose meaning was overwritten"@en ; edu:expectedResult "The code and its two dated meanings"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: VS-020 \"C\": cancelled until 2023, closed since, one value Acceptable: Two values with effective dates"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Review checklist 02-reference-data, row 5 (8000-115; 11179)"@en ; edu:appliesKnowledge ; edu:followedBy ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-206" ; rdfs:label "Recognises a reference value with no definition"@en ; skos:prefLabel "Recognises a reference value with no definition"@en ; skos:altLabel "Value with no definition"@en ; skos:definition "A code with a label only."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "code with a label only"@en ; edu:expectedResult "The value and its definition"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: VS-040 product \"P07\" Acceptable: Definition stated"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Review checklist 02-reference-data, row 6 (11179)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-207" ; rdfs:label "Recognises a reference data set with no owner"@en ; skos:prefLabel "Recognises a reference data set with no owner"@en ; skos:altLabel "Set with no owner"@en ; skos:definition "Nobody approves changes."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "set nobody approves changes to"@en ; edu:expectedResult "The set and its owner"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: VS-040 product codes `owner: null` Acceptable: Owner named"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Review checklist 02-reference-data, row 7 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-208" ; rdfs:label "Recognises a withdrawn ISO code still in use"@en ; skos:prefLabel "Recognises a withdrawn ISO code still in use"@en ; skos:altLabel "Withdrawn ISO code still in use"@en ; skos:definition "A code the standard has withdrawn, still active."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "standard code the maintenance agency withdrew, still active"@en ; edu:expectedResult "The code retired with its end date"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: VS-010 HRK active after 2023-01-01 Acceptable: Retired with effective_to 2022-12-31"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Review checklist 02-reference-data, row 8 (4217)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-209" ; rdfs:label "Recognises a crosswalk missing source values"@en ; skos:prefLabel "Recognises a crosswalk missing source values"@en ; skos:altLabel "Crosswalk missing source values"@en ; skos:definition "Active source codes with no target."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "active source codes with no target"@en ; edu:expectedResult "The codes and their targets"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: CW-002 product codes P07 and P09 map to no ECB instrument type Acceptable: Mapped, or the gap stated"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Review checklist 02-reference-data, row 9 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-210" ; rdfs:label "Recognises a code not valid in its standard"@en ; skos:prefLabel "Recognises a code not valid in its standard"@en ; skos:altLabel "Code not valid in its standard"@en ; skos:definition "A code the cited standard does not contain."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "code the cited standard does not contain"@en ; edu:expectedResult "The valid code"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: VS-050 country \"UK\" Acceptable: GB"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Review checklist 02-reference-data, row 10 (3166)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-231" ; rdfs:label "Splits a reused code by effective date"@en ; skos:prefLabel "Splits a reused code by effective date"@en ; skos:definition "Two values for the code - the old meaning ending, the new one starting, at the change date - history kept"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Splits"@en ; edu:targetObject "code whose meaning changed"@en ; edu:expectedResult "Two values for the code - the old meaning ending, the new one starting, at the change date - history kept"@en ; edu:assessmentCriterion "Reports for any date read the meaning valid on that date"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Graded on its own by rmd-reference-data"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-232" ; rdfs:label "Restricts a many-to-one crosswalk to forward use"@en ; skos:prefLabel "Restricts a many-to-one crosswalk to forward use"@en ; skos:definition "Cardinality stated as N:1, the crosswalk marked not reversible, reverse needs served from the source"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Restricts"@en ; edu:targetObject "many-to-one crosswalk"@en ; edu:expectedResult "Cardinality stated as N:1, the crosswalk marked not reversible, reverse needs served from the source"@en ; edu:assessmentCriterion "No target value is mapped back to an arbitrary source value"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Graded on its own by rmd-reference-data"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-233" ; rdfs:label "Uses only valid codes from the cited standard"@en ; skos:prefLabel "Uses only valid codes from the cited standard"@en ; skos:definition "Every code present in the cited standard's current list, none invented"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Uses"@en ; edu:targetObject "codes in standard-based sets"@en ; edu:expectedResult "Every code present in the cited standard's current list, none invented"@en ; edu:assessmentCriterion "No invented or invalid code"@en ; edu:assessmentMethod "skill-tests task: Bank reference data catalogue (rmd-reference-data)"@en ; dcterms:source "Graded on its own by rmd-reference-data"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-251" ; rdfs:label "Explains ISO reference data standards used in banking"@en ; skos:prefLabel "Explains ISO reference data standards used in banking"@en ; skos:definition "ISO 4217 currencies (with withdrawn codes), ISO 3166-1 countries, ISO 9362 BIC, ISO 13616 IBAN, ISO 17442 LEI, ISO 10383 MIC, and the ECB/EBA reporting code lists."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "ISO reference data standards"@en ; edu:expectedResult "ISO 4217 currencies (with withdrawn codes), ISO 3166-1 countries, ISO 9362 BIC, ISO 13616 IBAN, ISO 17442 LEI, ISO 10383 MIC, and the ECB/EBA reporting code lists."@en ; edu:assessmentCriterion "Answers a written question on the ISO reference data standards correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 2 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-252" ; rdfs:label "Explains managing reference values over time"@en ; skos:prefLabel "Explains managing reference values over time"@en ; skos:definition "Each value with code, label, definition, effective dates and status; owners and versions; retire rather than delete; never overwrite a code's meaning (ISO/IEC 11179-3; ISO 8000-115)."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "reference value lifecycle"@en ; edu:expectedResult "Each value with code, label, definition, effective dates and status; owners and versions; retire rather than delete; never overwrite a code's meaning (ISO/IEC 11179-3; ISO 8000-115)."@en ; edu:assessmentCriterion "Answers a written question on the reference value lifecycle correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 2 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-253" ; rdfs:label "Explains crosswalks and their cardinality"@en ; skos:prefLabel "Explains crosswalks and their cardinality"@en ; skos:definition "Mappings between code sets: 1:1, N:1, 1:N, N:M read from the pairs; only 1:1 reverses; every active source code mapped."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "crosswalks"@en ; edu:expectedResult "Mappings between code sets: 1:1, N:1, 1:N, N:M read from the pairs; only 1:1 reverses; every active source code mapped."@en ; edu:assessmentCriterion "Answers a written question on the crosswalks correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 2 reference and review checklist rest on"@en ; edu:dependsOnKnobit ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-301" ; rdfs:label "Recognises a deterministic match key several people share"@en ; skos:prefLabel "Recognises a deterministic match key several people share"@en ; skos:altLabel "Deterministic key not unique"@en ; skos:definition "An exact-match key several people share."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "exact-match key not unique per person"@en ; edu:expectedResult "The key and a unique identifier"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: MR-001 e-mail exact → auto-merge; families share an e-mail Acceptable: Personal identification code only"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Review checklist 03-matching, row 1 (8000-115; DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-302" ; rdfs:label "Recognises a fuzzy rule merging household members"@en ; skos:prefLabel "Recognises a fuzzy rule merging household members"@en ; skos:altLabel "Fuzzy rule merging household members"@en ; skos:definition "Name and address agree for different people."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "name and address rule matching different people"@en ; edu:expectedResult "The rule and the pairs it wrongly merges"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: MR-003 surname + address + first-name similarity ≥ 0.85 → auto-merge Acceptable: Date of birth must agree; otherwise clerical review"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Review checklist 03-matching, row 2 (FS; DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-303" ; rdfs:label "Recognises auto-merge with no clerical-review band"@en ; skos:prefLabel "Recognises auto-merge with no clerical-review band"@en ; skos:altLabel "Auto-merge with no clerical band"@en ; skos:definition "Above threshold merge, below it nothing."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "match bands without a review region"@en ; edu:expectedResult "The bands with a clerical-review region"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: `bands: {auto_merge: \">= 0.80\", no_match: \"< 0.80\"}` Acceptable: Auto ≥ 0.95, clerical 0.80-0.95, no match < 0.80"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Review checklist 03-matching, row 3 (FS)"@en ; edu:appliesKnowledge ; edu:followedBy ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-304" ; rdfs:label "Recognises match results depending on rule order"@en ; skos:prefLabel "Recognises match results depending on rule order"@en ; skos:altLabel "Results depending on rule order"@en ; skos:definition "The first matching rule wins; reordering changes decisions."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "first-hit rule evaluation changing decisions with order"@en ; edu:expectedResult "Scoring all rules before banding"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: Rules applied in order, first hit merges Acceptable: All rules scored, the band decides"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Review checklist 03-matching, row 4 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-305" ; rdfs:label "Recognises blocking keeping true matches apart"@en ; skos:prefLabel "Recognises blocking keeping true matches apart"@en ; skos:altLabel "Blocking that misses true matches"@en ; skos:definition "Blocking on a field that changes."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "blocking on a field that changes"@en ; edu:expectedResult "Blocking passes that keep true matches together"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: BK-01 on surname; a married woman's records never compared Acceptable: Several passes: date of birth + first name; personal code; phone"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Review checklist 03-matching, row 5 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-306" ; rdfs:label "Recognises an unmeasured false-merge rate"@en ; skos:prefLabel "Recognises an unmeasured false-merge rate"@en ; skos:altLabel "No measured false-merge rate"@en ; skos:definition "Nothing measures false merges."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "matching without a measured false-merge rate"@en ; edu:expectedResult "The measurement and its sample"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: `false_merge_rate: null` Acceptable: Labelled sample, measured before go-live and quarterly"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Review checklist 03-matching, row 6 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-307" ; rdfs:label "Recognises a match rule on a field a source lacks"@en ; skos:prefLabel "Recognises a match rule on a field a source lacks"@en ; skos:altLabel "Rule on a field a source does not hold"@en ; skos:definition "A rule needs an identifier missing in some sources."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "rule requiring an identifier some sources do not hold"@en ; edu:expectedResult "The rule scoped to sources holding the field"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: MR-002 personal code exact for card-system records, which have no personal code Acceptable: Rule scoped to sources that hold it"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Review checklist 03-matching, row 7 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-308" ; rdfs:label "Recognises no discriminator for same-name relatives"@en ; skos:prefLabel "Recognises no discriminator for same-name relatives"@en ; skos:altLabel "No discriminator for same-name relatives"@en ; skos:definition "Nothing separates people who share name and address."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "rules unable to separate people sharing name and address"@en ; edu:expectedResult "A discriminating field such as date of birth"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: No rule compares date of birth or generation suffix Acceptable: Date of birth as a required agreeing field"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Review checklist 03-matching, row 8 (FS; DMBOK)"@en ; edu:appliesKnowledge ; edu:followedBy ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-331" ; rdfs:label "Requires a discriminator before merging same-name relatives"@en ; skos:prefLabel "Requires a discriminator before merging same-name relatives"@en ; skos:definition "Date of birth (or another discriminating field) agreeing before any merge on name and address; otherwise review"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Requires"@en ; edu:targetObject "fuzzy match rule"@en ; edu:expectedResult "Date of birth (or another discriminating field) agreeing before any merge on name and address; otherwise review"@en ; edu:assessmentCriterion "Father and son, twins and spouses can never auto-merge"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Graded on its own by rmd-matching"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-332" ; rdfs:label "Introduces a clerical-review band below auto-merge"@en ; skos:prefLabel "Introduces a clerical-review band below auto-merge"@en ; skos:definition "An auto-merge threshold high enough to be safe, a clerical-review band below it, no match below that"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Introduces"@en ; edu:targetObject "match bands"@en ; edu:expectedResult "An auto-merge threshold high enough to be safe, a clerical-review band below it, no match below that"@en ; edu:assessmentCriterion "Uncertain pairs go to a steward, not to an automatic merge"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Graded on its own by rmd-matching"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-333" ; rdfs:label "Decides record pairs without false merges"@en ; skos:prefLabel "Decides record pairs without false merges"@en ; skos:definition "Each pair matched, sent to review or kept apart so that no two different people are merged"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Decides"@en ; edu:targetObject "candidate record pairs"@en ; edu:expectedResult "Each pair matched, sent to review or kept apart so that no two different people are merged"@en ; edu:assessmentCriterion "Zero false merges on the decided pairs; true matches proven by identifiers are kept"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Graded on its own by rmd-matching"@en ; edu:appliesKnowledge ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-334" ; rdfs:label "Uses only identifiers the sources hold"@en ; skos:prefLabel "Uses only identifiers the sources hold"@en ; skos:definition "Rules on fields each source actually carries, none invented"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Uses"@en ; edu:targetObject "identifiers in match rules"@en ; edu:expectedResult "Rules on fields each source actually carries, none invented"@en ; edu:assessmentCriterion "No rule depends on a field a source lacks"@en ; edu:assessmentMethod "skill-tests task: Retail customer match rules (rmd-matching)"@en ; dcterms:source "Graded on its own by rmd-matching"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-351" ; rdfs:label "Explains probabilistic record linkage"@en ; skos:prefLabel "Explains probabilistic record linkage"@en ; skos:definition "Fellegi-Sunter: agreement weights per field, an upper and a lower threshold, and a clerical-review region between them; discriminating fields separate people who share common values."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "record linkage"@en ; edu:expectedResult "Fellegi-Sunter: agreement weights per field, an upper and a lower threshold, and a clerical-review region between them; discriminating fields separate people who share common values."@en ; edu:assessmentCriterion "Answers a written question on the record linkage correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 3 reference and review checklist rest on"@en ; edu:dependsOnKnobit ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-352" ; rdfs:label "Explains identifiers for deterministic matching"@en ; skos:prefLabel "Explains identifiers for deterministic matching"@en ; skos:definition "An exact-match key must be unique per person and present in the sources compared (ISO 8000-115); shared e-mail addresses and phones are not identifiers."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "matching identifiers"@en ; edu:expectedResult "An exact-match key must be unique per person and present in the sources compared (ISO 8000-115); shared e-mail addresses and phones are not identifiers."@en ; edu:assessmentCriterion "Answers a written question on the matching identifiers correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 3 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-353" ; rdfs:label "Explains blocking in record linkage"@en ; skos:prefLabel "Explains blocking in record linkage"@en ; skos:definition "Reducing comparisons by blocking keys, with several passes so a changed field cannot keep true matches apart."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "blocking"@en ; edu:expectedResult "Reducing comparisons by blocking keys, with several passes so a changed field cannot keep true matches apart."@en ; edu:assessmentCriterion "Answers a written question on the blocking correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 3 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-354" ; rdfs:label "Explains measuring false merges and false splits"@en ; skos:prefLabel "Explains measuring false merges and false splits"@en ; skos:definition "False-merge and false-split rates measured on a labelled sample before go-live and periodically; merges counted alone say nothing about quality."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "match quality measurement"@en ; edu:expectedResult "False-merge and false-split rates measured on a labelled sample before go-live and periodically; merges counted alone say nothing about quality."@en ; edu:assessmentCriterion "Answers a written question on the match quality measurement correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 3 reference and review checklist rest on"@en ; edu:dependsOnKnobit ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-401" ; rdfs:label "Recognises survivorship trust set per record"@en ; skos:prefLabel "Recognises survivorship trust set per record"@en ; skos:altLabel "Trust set per record"@en ; skos:definition "One source ranking for the whole record."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "one source ranking for every attribute"@en ; edu:expectedResult "Trust orders per attribute"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: SV-000 \"core banking wins all attributes\" Acceptable: Trust order per attribute"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Review checklist 04-survivorship, row 1 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-402" ; rdfs:label "Recognises an unverified value overwriting a verified one"@en ; skos:prefLabel "Recognises an unverified value overwriting a verified one"@en ; skos:altLabel "Unverified value overwriting a verified one"@en ; skos:definition "A newer unverified value replaces a KYC-verified value."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "newer unverified value replacing a KYC-verified value"@en ; edu:expectedResult "The attribute and verification ranked above recency"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: Address from the mobile app (unverified, last week) replaces the KYC-verified address Acceptable: Verified outranks recency; the new value held as a candidate"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Review checklist 04-survivorship, row 2 (AML; DMBOK)"@en ; edu:appliesKnowledge ; edu:appliesKnowledge ; edu:followedBy ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-403" ; rdfs:label "Recognises golden values without lineage"@en ; skos:prefLabel "Recognises golden values without lineage"@en ; skos:altLabel "No lineage to source"@en ; skos:definition "Golden values without the source record behind them."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "golden record values with no source record"@en ; edu:expectedResult "Each value with its source record and rule"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: `golden_record.address: \"Mere 2\"` Acceptable: `{value: \"Mere 2\", source: \"SR-01 rec 8812\", rule: SV-003}`"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Review checklist 04-survivorship, row 3 (8000-110; DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-404" ; rdfs:label "Recognises a golden record with no unmerge path"@en ; skos:prefLabel "Recognises a golden record with no unmerge path"@en ; skos:altLabel "No unmerge path"@en ; skos:definition "Nothing describes reversing a merge."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "no procedure to reverse a merge"@en ; edu:expectedResult "The unmerge steps"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: `unmerge: null` Acceptable: Steps to restore both identities"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Review checklist 04-survivorship, row 4 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-405" ; rdfs:label "Recognises an unmerge leaving downstream systems merged"@en ; skos:prefLabel "Recognises an unmerge leaving downstream systems merged"@en ; skos:altLabel "Unmerge leaving downstream merged"@en ; skos:definition "Consumers keep the merged identity after an unmerge."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "unmerge confined to the hub"@en ; edu:expectedResult "The downstream consumers to notify and correct"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: Unmerge in the hub only; CRM and AML screening keep the merged id Acceptable: Downstream consumers notified and corrected"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Review checklist 04-survivorship, row 5 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-406" ; rdfs:label "Recognises a non-deterministic survivorship tie-break"@en ; skos:prefLabel "Recognises a non-deterministic survivorship tie-break"@en ; skos:altLabel "Non-deterministic tie-break"@en ; skos:definition "A tie decided by load order or chance."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "tie decided by load order or chance"@en ; edu:expectedResult "A deterministic tie-break"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: `tie_break: \"first loaded\"` Acceptable: Source rank, then lowest record id"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Review checklist 04-survivorship, row 6 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-407" ; rdfs:label "Recognises recency deciding an immutable attribute"@en ; skos:prefLabel "Recognises recency deciding an immutable attribute"@en ; skos:altLabel "Recency deciding an immutable attribute"@en ; skos:definition "\"Most recent wins\" for date of birth or personal code."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "most-recent-wins for date of birth or personal code"@en ; edu:expectedResult "Conflicts on immutable attributes sent to a steward"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: SV-005 date_of_birth: most recent Acceptable: Conflict to a steward"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Review checklist 04-survivorship, row 7 (DMBOK; 8000-110)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-408" ; rdfs:label "Recognises survivorship trusting a source without the attribute"@en ; skos:prefLabel "Recognises survivorship trusting a source without the attribute"@en ; skos:altLabel "Trust in a source lacking the attribute"@en ; skos:definition "Trust order names a source that does not hold it."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "trust order naming a source not holding the attribute"@en ; edu:expectedResult "Trust order limited to sources holding it"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: date_of_birth trust order starts with the card system Acceptable: Only sources holding the attribute"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Review checklist 04-survivorship, row 8 (DMBOK)"@en ; edu:appliesKnowledge ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-431" ; rdfs:label "Ranks verified values above recency for KYC attributes"@en ; skos:prefLabel "Ranks verified values above recency for KYC attributes"@en ; skos:definition "Verification first, then source trust, then recency, for KYC attributes; newer unverified values held as candidates"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Ranks"@en ; edu:targetObject "survivorship of verified attributes"@en ; edu:expectedResult "Verification first, then source trust, then recency, for KYC attributes; newer unverified values held as candidates"@en ; edu:assessmentCriterion "No unverified value replaces a verified one"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Graded on its own by rmd-survivorship"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-432" ; rdfs:label "Traces every golden value to its source record"@en ; skos:prefLabel "Traces every golden value to its source record"@en ; skos:definition "Each golden value with the source record and the rule that chose it"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Traces"@en ; edu:targetObject "golden record values"@en ; edu:expectedResult "Each golden value with the source record and the rule that chose it"@en ; edu:assessmentCriterion "Every value can be traced"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Graded on its own by rmd-survivorship"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-433" ; rdfs:label "Recomputes a golden record from corrected survivorship rules"@en ; skos:prefLabel "Recomputes a golden record from corrected survivorship rules"@en ; skos:definition "The golden record the corrected rules give from the source records, value by value"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recomputes"@en ; edu:targetObject "golden record"@en ; edu:expectedResult "The golden record the corrected rules give from the source records, value by value"@en ; edu:assessmentCriterion "Each value is the one the corrected rules select"@en ; edu:assessmentMethod "skill-tests task: Customer golden record survivorship (rmd-survivorship)"@en ; dcterms:source "Graded on its own by rmd-survivorship"@en ; edu:appliesKnowledge ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-451" ; rdfs:label "Explains survivorship and the golden record"@en ; skos:prefLabel "Explains survivorship and the golden record"@en ; skos:definition "Per-attribute rules (source trust, verification, recency, completeness), deterministic tie-breaks, immutable attributes, and lineage from each golden value to its source (DMBOK2 ch. 10; ISO 8000-110)."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "survivorship"@en ; edu:expectedResult "Per-attribute rules (source trust, verification, recency, completeness), deterministic tie-breaks, immutable attributes, and lineage from each golden value to its source (DMBOK2 ch. 10; ISO 8000-110)."@en ; edu:assessmentCriterion "Answers a written question on the survivorship correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 4 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-452" ; rdfs:label "Explains verified customer data under customer due diligence"@en ; skos:prefLabel "Explains verified customer data under customer due diligence"@en ; skos:definition "Identity and address verified during customer due diligence (Directive (EU) 2015/849 Arts. 13-14) carry legal weight and are replaced only by newly verified values."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "verified customer data"@en ; edu:expectedResult "Identity and address verified during customer due diligence (Directive (EU) 2015/849 Arts. 13-14) carry legal weight and are replaced only by newly verified values."@en ; edu:assessmentCriterion "Answers a written question on the verified customer data correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 4 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-453" ; rdfs:label "Explains unmerging master records"@en ; skos:prefLabel "Explains unmerging master records"@en ; skos:definition "Reversing a merge: restoring both identities, recomputing both golden records and correcting every downstream consumer that received the merged identity."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "unmerge"@en ; edu:expectedResult "Reversing a merge: restoring both identities, recomputing both golden records and correcting every downstream consumer that received the merged identity."@en ; edu:assessmentCriterion "Answers a written question on the unmerge correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 4 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-501" ; rdfs:label "Recognises a stewardship queue with no owner"@en ; skos:prefLabel "Recognises a stewardship queue with no owner"@en ; skos:altLabel "Queue with no owner"@en ; skos:definition "Nobody answers for the queue."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "queue nobody answers for"@en ; edu:expectedResult "The queue and its owner"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: SQ-02 survivorship conflicts `owner: null` Acceptable: Owner named"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Review checklist 05-stewardship-metrics, row 1 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-502" ; rdfs:label "Recognises a stewardship SLA the staffing cannot meet"@en ; skos:prefLabel "Recognises a stewardship SLA the staffing cannot meet"@en ; skos:altLabel "SLA the staffing cannot meet"@en ; skos:definition "No SLA, or arrivals exceed capacity so the backlog grows."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "queue whose arrivals exceed its capacity"@en ; edu:expectedResult "Arrivals against capacity and the change needed"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: SQ-01 SLA 5 days; 900 arrivals/week, 3 stewards × 200/week = 600 Acceptable: Staffing, bands or SLA changed explicitly"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Review checklist 05-stewardship-metrics, row 2 (DMBOK; 25024)"@en ; edu:appliesKnowledge ; edu:followedBy ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-503" ; rdfs:label "Recognises a merge count used as a quality metric"@en ; skos:prefLabel "Recognises a merge count used as a quality metric"@en ; skos:altLabel "Merge count as a quality metric"@en ; skos:definition "Activity counted, false merges not."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "activity counted instead of errors"@en ; edu:expectedResult "The metric and a false-merge measure"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: MM-002 \"merges this quarter: 12 400\" Acceptable: False-merge rate on a labelled sample"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Review checklist 05-stewardship-metrics, row 3 (8000-8)"@en ; edu:appliesKnowledge ; edu:followedBy ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-504" ; rdfs:label "Recognises a duplicate rate measured after merging"@en ; skos:prefLabel "Recognises a duplicate rate measured after merging"@en ; skos:altLabel "Duplicate rate measured after merging"@en ; skos:definition "A rate that is low by construction."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "rate low by construction"@en ; edu:expectedResult "The rate measured on the sources before matching"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: MM-001 duplicate rate 0.3%, measured on the golden records Acceptable: Measured on the sources before matching"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Review checklist 05-stewardship-metrics, row 4 (8000-8; 25024)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-505" ; rdfs:label "Recognises unaudited steward decisions"@en ; skos:prefLabel "Recognises unaudited steward decisions"@en ; skos:altLabel "Steward decisions not audited"@en ; skos:definition "Manual merges and overrides leave no trail."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "manual merges and overrides without a trail"@en ; edu:expectedResult "The audit fields"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: `audit: none` Acceptable: Who, when, what, why for every decision"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Review checklist 05-stewardship-metrics, row 5 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-506" ; rdfs:label "Recognises a reference data change without effective dates"@en ; skos:prefLabel "Recognises a reference data change without effective dates"@en ; skos:altLabel "Reference data change without an effective date"@en ; skos:definition "A change request applied with no dates."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "change request applied in place"@en ; edu:expectedResult "Effective dates on the change"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: SQ-03 applies changes \"immediately, in place\" Acceptable: Effective dates on every change"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Review checklist 05-stewardship-metrics, row 6 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-507" ; rdfs:label "Recognises an MDM metric with no target"@en ; skos:prefLabel "Recognises an MDM metric with no target"@en ; skos:altLabel "Metric with no target"@en ; skos:definition "A measured value nobody can judge."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "measured value without a target"@en ; edu:expectedResult "The target"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: MM-003 completeness `target: null` Acceptable: Target set by the owner"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Review checklist 05-stewardship-metrics, row 7 (8000-8)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-508" ; rdfs:label "Recognises a stewardship queue with no escalation"@en ; skos:prefLabel "Recognises a stewardship queue with no escalation"@en ; skos:altLabel "No escalation for SLA breaches"@en ; skos:definition "Breached items go nowhere."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Recognises"@en ; edu:targetObject "SLA breaches going nowhere"@en ; edu:expectedResult "The escalation path"@en ; edu:assessmentCriterion "Flags the deficient case and passes the acceptable one. Deficient: SQ-01 `escalation: null` Acceptable: Escalation to the domain owner after SLA"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Review checklist 05-stewardship-metrics, row 8 (DMBOK)"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-531" ; rdfs:label "Computes stewardship queue capacity from the statistics"@en ; skos:prefLabel "Computes stewardship queue capacity from the statistics"@en ; skos:definition "Arrivals per week against stewards times resolutions per steward, with the backlog trend and the change needed"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Computes"@en ; edu:targetObject "stewardship queue"@en ; edu:expectedResult "Arrivals per week against stewards times resolutions per steward, with the backlog trend and the change needed"@en ; edu:assessmentCriterion "The capacity figure follows from the given statistics"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Graded on its own by rmd-stewardship-metrics"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-532" ; rdfs:label "Adds a false-merge measure taken before merging"@en ; skos:prefLabel "Adds a false-merge measure taken before merging"@en ; skos:definition "A false-merge rate on a labelled sample of pairs before merge, replacing activity counts as a quality metric"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Adds"@en ; edu:targetObject "MDM scorecard"@en ; edu:expectedResult "A false-merge rate on a labelled sample of pairs before merge, replacing activity counts as a quality metric"@en ; edu:assessmentCriterion "The scorecard can show over-matching"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Graded on its own by rmd-stewardship-metrics"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-533" ; rdfs:label "Uses only the staffing figures given"@en ; skos:prefLabel "Uses only the staffing figures given"@en ; skos:definition "Capacity and proposals based on the stated staffing and statistics, none invented"@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Uses"@en ; edu:targetObject "capacity planning"@en ; edu:expectedResult "Capacity and proposals based on the stated staffing and statistics, none invented"@en ; edu:assessmentCriterion "No invented figures"@en ; edu:assessmentMethod "skill-tests task: Party hub stewardship and scorecard (rmd-stewardship-metrics)"@en ; dcterms:source "Graded on its own by rmd-stewardship-metrics"@en ; edu:appliesKnowledge ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-551" ; rdfs:label "Explains the master data stewardship workflow"@en ; skos:prefLabel "Explains the master data stewardship workflow"@en ; skos:definition "Queues for clerical review, survivorship conflicts and reference data changes, each with owner, SLA, escalation, capacity and an audit of decisions (DMBOK2 ch. 10)."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "stewardship workflow"@en ; edu:expectedResult "Queues for clerical review, survivorship conflicts and reference data changes, each with owner, SLA, escalation, capacity and an audit of decisions (DMBOK2 ch. 10)."@en ; edu:assessmentCriterion "Answers a written question on the stewardship workflow correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 5 reference and review checklist rest on"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-552" ; rdfs:label "Explains MDM quality metrics"@en ; skos:prefLabel "Explains MDM quality metrics"@en ; skos:definition "Duplicate, false-merge and false-split rates, completeness and time to resolve, each defined, measured at a stated point and judged against a target (ISO 8000-8; ISO/IEC 25024)."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "MDM metrics"@en ; edu:expectedResult "Duplicate, false-merge and false-split rates, completeness and time to resolve, each defined, measured at a stated point and judged against a target (ISO 8000-8; ISO/IEC 25024)."@en ; edu:assessmentCriterion "Answers a written question on the MDM metrics correctly"@en ; edu:assessmentMethod "Written question"@en ; dcterms:source "Practice the stage 5 reference and review checklist rest on"@en ; edu:dependsOnKnobit ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-901" ; rdfs:label "Explains the drivers of reference and master data management"@en ; skos:prefLabel "Explains the drivers of reference and master data management"@en ; skos:definition "Meeting organisational data requirements, managing data quality, managing the cost of integration, reducing risk."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "drivers of MDM"@en ; edu:expectedResult "Meeting organisational data requirements, managing data quality, managing the cost of integration, reducing risk."@en ; edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the drivers of MDM"@en ; edu:assessmentMethod "Multiple-choice question"@en ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, element RV-6"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-902" ; rdfs:label "Explains reference data versus master data"@en ; skos:prefLabel "Explains reference data versus master data"@en ; skos:definition "Reference data classifies and is shared broadly and changes slowly; master data describes core business entities."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "reference and master data distinction"@en ; edu:expectedResult "Reference data classifies and is shared broadly and changes slowly; master data describes core business entities."@en ; edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the reference and master data distinction"@en ; edu:assessmentMethod "Multiple-choice question"@en ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, element RV-7"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-903" ; rdfs:label "Explains master data acquisition, validation, standardisation and enrichment"@en ; skos:prefLabel "Explains master data acquisition, validation, standardisation and enrichment"@en ; skos:definition "Acquiring source data, validating and standardising it, enriching it from external sources before matching."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "MDM processing steps"@en ; edu:expectedResult "Acquiring source data, validating and standardising it, enriching it from external sources before matching."@en ; edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the MDM processing steps"@en ; edu:assessmentMethod "Multiple-choice question"@en ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, element RV-8"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-904" ; rdfs:label "Explains the master data model and data sharing architecture"@en ; skos:prefLabel "Explains the master data model and data sharing architecture"@en ; skos:definition "A model of the master entities and how golden data is published to consumers."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "MDM data model and sharing"@en ; edu:expectedResult "A model of the master entities and how golden data is published to consumers."@en ; edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the MDM data model and sharing"@en ; edu:assessmentMethod "Multiple-choice question"@en ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, element RV-9"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-905" ; rdfs:label "Explains MDM tools"@en ; skos:prefLabel "Explains MDM tools"@en ; skos:definition "MDM hubs, reference data management tools, matching engines, data quality tools."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "MDM tools"@en ; edu:expectedResult "MDM hubs, reference data management tools, matching engines, data quality tools."@en ; edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the MDM tools"@en ; edu:assessmentMethod "Multiple-choice question"@en ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, element RV-10"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-906" ; rdfs:label "Explains MDM implementation guidelines"@en ; skos:prefLabel "Explains MDM implementation guidelines"@en ; skos:definition "Adhering to the master data architecture, monitoring data movement, managing reference data change, readiness and change."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "MDM implementation"@en ; edu:expectedResult "Adhering to the master data architecture, monitoring data movement, managing reference data change, readiness and change."@en ; edu:assessmentCriterion "Answers a CDMP-style multiple-choice question on the MDM implementation"@en ; edu:assessmentMethod "Multiple-choice question"@en ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, element RV-11"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-1801" ; rdfs:label "Explains the meaning of the probability of an event"@en ; skos:prefLabel "Explains the meaning of the probability of an event"@en ; skos:altLabel "Selgitab sündmuse tõenäosuse tähendust"@en ; skos:definition "Explains the meaning of probability and its range of values from 0 to 1 (0% to 100%)."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "the probability of an event"@en ; edu:expectedResult "An explanation of the meaning of probability, with an example"@en ; edu:assessmentCriterion "Explains probability as a measure of how likely an event is, between 0 and 1, and tells impossible, certain and random events apart"@en ; edu:assessmentMethod "Multiple-choice question"@en ; dcterms:source "Copy of k12 knobit K12-3179 of the Estonian national curriculum register matemaatika (product k12-curriculum, skills/knobits/k12/matemaatika.yaml), Põhikooli RÕK lisa 5, III kooliaste, Probleemide lahendamine, õpitulemus 8 (LO-3059); fingerprint translated from Estonian"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-1802" ; rdfs:label "Explains the concepts of frequency and relative frequency"@en ; skos:prefLabel "Explains the concepts of frequency and relative frequency"@en ; skos:altLabel "Selgitab sageduse ja suhtelise sageduse mõistet"@en ; skos:definition "Explains what frequency and relative frequency show and how relative frequency is expressed as a fraction or a percentage."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "frequency and relative frequency"@en ; edu:expectedResult "An explanation of the concepts, with an example"@en ; edu:assessmentCriterion "Explains frequency as the number of occurrences of a value and relative frequency as its share of the whole data set, and relates relative frequency to a percentage"@en ; edu:assessmentMethod "Multiple-choice question"@en ; dcterms:source "Copy of k12 knobit K12-3034 of the Estonian national curriculum register matemaatika (product k12-curriculum, skills/knobits/k12/matemaatika.yaml), Põhikooli RÕK lisa 5, III kooliaste, Andmed, õpitulemus 1 (LO-3013); fingerprint translated from Estonian"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-1901" ; rdfs:label "Explains intensional definition by superordinate concept and delimiting characteristics"@en ; skos:prefLabel "Explains intensional definition by superordinate concept and delimiting characteristics"@en ; skos:definition "A definition naming the superordinate concept and the characteristics delimiting it from its siblings (ISO 704)."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "intensional definition"@en ; edu:expectedResult "A definition naming the superordinate concept and the characteristics delimiting it from its siblings (ISO 704)"@en ; edu:assessmentCriterion "Writes and checks sample definitions in this form"@en ; edu:assessmentMethod "Written question with sample business terms"@en ; dcterms:source "Shared-URI copy of metadata-management M-351, for activity RO-2 (k12-dmbok part B candidate, accepted by Peep Küngas on 31 Oct 2026)"@en ; edu:dependsOnKnobit ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-1803" ; rdfs:label "Explains the rules for defining a concept"@en ; skos:prefLabel "Explains the rules for defining a concept"@en ; skos:altLabel "Selgitab mõiste defineerimise reegleid"@en ; skos:definition "Explains how a concept is delimited by a definition - the nearest superordinate concept and the distinguishing characteristic; does not cover writing a definition."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "the rules for defining a concept (nearest superordinate concept and distinguishing characteristic)"@en ; edu:expectedResult "An explanation of the rules of definition"@en ; edu:assessmentCriterion "Names the parts of a definition and two common errors (too broad, circular definition)"@en ; edu:assessmentMethod "Multiple-choice question"@en ; dcterms:source "Copy of k12 knobit K12-11128 of the Estonian national curriculum register pk-valikained (product k12-curriculum, skills/knobits/k12/pk-valikained.yaml), Põhikooli RÕK, Teadusliku mõtlemise alused, III kooliaste, õpiväljund 11053; fingerprint translated from Estonian"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:Knobit ; dcterms:identifier "R-1804" ; rdfs:label "Explains a function as a dependency between two variables"@en ; skos:prefLabel "Explains a function as a dependency between two variables"@en ; skos:altLabel "Selgitab funktsiooni kui sõltuvust kahe muutuja vahel"@en ; skos:definition "Explains the dependency between two quantities, the argument and the value of the function, including a dependency given by a table, a formula or a graph."@en ; edu:knobitType ; edu:contextFunction ; edu:creationMethod ; edu:graphRelevance ; edu:graphRelevance ; edu:graphRelevance ; edu:actionVerb "Explains"@en ; edu:targetObject "the function (dependency, argument, value of the function)"@en ; edu:expectedResult "An explanation of the concept of a function, with an example"@en ; edu:assessmentCriterion "Explains that each value of the argument corresponds to exactly one value of the function, and gives a real-life example"@en ; edu:assessmentMethod "Multiple-choice question"@en ; dcterms:source "Copy of k12 knobit K12-3075 of the Estonian national curriculum register matemaatika (product k12-curriculum, skills/knobits/k12/matemaatika.yaml), Põhikooli RÕK lisa 5, III kooliaste, Algebra, õpitulemus 8 (LO-3028); fingerprint translated from Estonian"@en ; schema:creativeWorkStatus "accepted" ; schema:isPartOf ; edu:conformsToProfile . a edu:LearningOutcome ; dcterms:identifier "RO-1" ; rdfs:label "Chooses a hub style that matches where master data is authored and what its uses need"@en ; dcterms:description "Stage 1 of the reference-master-data skill: Chooses a hub style that matches where master data is authored and what its uses need; produces 01-domains/domains.yaml."@en ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit . a edu:LearningOutcome ; dcterms:identifier "RO-2" ; rdfs:label "Keeps reference data on external standards, dated, defined and crosswalked by true cardinality"@en ; dcterms:description "Stage 2 of the reference-master-data skill: Keeps reference data on external standards, dated, defined and crosswalked by true cardinality; produces 02-reference-data/reference-data.yaml."@en ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit . a edu:LearningOutcome ; dcterms:identifier "RO-3" ; rdfs:label "Matches party records without merging different people, and measures how often it does"@en ; dcterms:description "Stage 3 of the reference-master-data skill: Matches party records without merging different people, and measures how often it does; produces 03-matching/match-rules.yaml."@en ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit . a edu:LearningOutcome ; dcterms:identifier "RO-4" ; rdfs:label "Builds golden records attribute by attribute, verified before recent, traceable and reversible"@en ; dcterms:description "Stage 4 of the reference-master-data skill: Builds golden records attribute by attribute, verified before recent, traceable and reversible; produces 04-survivorship/survivorship.yaml."@en ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit . a edu:LearningOutcome ; dcterms:identifier "RO-5" ; rdfs:label "Staffs stewardship to the work arriving and measures MDM quality by its errors"@en ; dcterms:description "Stage 5 of the reference-master-data skill: Staffs stewardship to the work arriving and measures MDM quality by its errors; produces 05-stewardship/stewardship.yaml."@en ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit . a edu:Question ; dcterms:identifier "RM-101" ; rdfs:label "rmd-domains-hub-style C1: centralised while CRM and core banking both edit addresses"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-102" ; rdfs:label "rmd-domains-hub-style C1: a hub style that fits the authoring"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-103" ; rdfs:label "rmd-domains-hub-style C2: a registry feeding AML screening"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-104" ; rdfs:label "rmd-domains-hub-style C2: a persisted style for the auditable use case"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-105" ; rdfs:label "rmd-domains-hub-style I1: address with two systems of record"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-106" ; rdfs:label "rmd-domains-hub-style I1: customer and counterparty domains overlap"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-107" ; rdfs:label "rmd-domains-hub-style I1: LEI authored nowhere"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-108" ; rdfs:label "rmd-domains-hub-style I1: date of birth system of record does not author it"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-109" ; rdfs:label "rmd-domains-hub-style Q1: the authoring matrix kept as observed"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-201" ; rdfs:label "rmd-reference-data C1: the many-to-one status crosswalk used in reverse"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-202" ; rdfs:label "rmd-reference-data C1: the crosswalk restricted to forward use"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-203" ; rdfs:label "rmd-reference-data C2: status C reused from cancelled to closed"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-204" ; rdfs:label "rmd-reference-data C2: C split by effective date"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-205" ; rdfs:label "rmd-reference-data I1: HRK still active"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-206" ; rdfs:label "rmd-reference-data I1: the local country list"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-207" ; rdfs:label "rmd-reference-data I1: no effective dates on account status"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-208" ; rdfs:label "rmd-reference-data I1: suspended still active after its end date"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-209" ; rdfs:label "rmd-reference-data I2: P07 has no definition"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-210" ; rdfs:label "rmd-reference-data I2: product codes have no owner"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-211" ; rdfs:label "rmd-reference-data I2: product codes with no ECB instrument type"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-212" ; rdfs:label "rmd-reference-data I2: UK is not an ISO 3166-1 code"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-213" ; rdfs:label "rmd-reference-data Q1: only valid ISO codes, none invented"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-301" ; rdfs:label "rmd-matching C1: the fuzzy rule merges father and son and twins"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-302" ; rdfs:label "rmd-matching C1: date of birth required before a name and address merge"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-303" ; rdfs:label "rmd-matching C1: no false merges on the decided pairs"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-304" ; rdfs:label "rmd-matching C2: auto-merge with no clerical band"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-305" ; rdfs:label "rmd-matching C2: a clerical-review band introduced"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-306" ; rdfs:label "rmd-matching I1: a shared family e-mail as a deterministic key"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-307" ; rdfs:label "rmd-matching I1: first-hit rule order"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-308" ; rdfs:label "rmd-matching I1: blocking on surname loses the married name"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-309" ; rdfs:label "rmd-matching I1: no false-merge rate measured"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-310" ; rdfs:label "rmd-matching I1: personal code required of card-system records"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-311" ; rdfs:label "rmd-matching Q1: no identifiers the sources do not hold"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-401" ; rdfs:label "rmd-survivorship C1: the unverified app address overwrites the KYC-verified one"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-402" ; rdfs:label "rmd-survivorship C1: verification ranked above recency"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-403" ; rdfs:label "rmd-survivorship C1: the corrected golden record"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-404" ; rdfs:label "rmd-survivorship I1: date of birth decided by recency"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-405" ; rdfs:label "rmd-survivorship I1: no unmerge path"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-406" ; rdfs:label "rmd-survivorship I1: core banking wins every attribute"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-407" ; rdfs:label "rmd-survivorship I1: e-mail ties broken by load order"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-408" ; rdfs:label "rmd-survivorship I2: date of birth trusted first from the card system"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-409" ; rdfs:label "rmd-survivorship I2: unmerge confined to the hub"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-410" ; rdfs:label "rmd-survivorship I2: golden values without their source"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-411" ; rdfs:label "rmd-survivorship Q1: every golden value traced to a source record"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-501" ; rdfs:label "rmd-stewardship-metrics C1: the clerical queue's SLA is unreachable at current staffing"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-502" ; rdfs:label "rmd-stewardship-metrics C1: capacity computed from the statistics"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-503" ; rdfs:label "rmd-stewardship-metrics C2: the merge count accepted as a quality metric"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-504" ; rdfs:label "rmd-stewardship-metrics C2: a false-merge measure taken before merge"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-505" ; rdfs:label "rmd-stewardship-metrics I1: duplicate rate measured after merging"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-506" ; rdfs:label "rmd-stewardship-metrics I1: steward decisions not audited"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-507" ; rdfs:label "rmd-stewardship-metrics I1: completeness has no target"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-508" ; rdfs:label "rmd-stewardship-metrics I1: no escalation for the clerical queue"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-509" ; rdfs:label "rmd-stewardship-metrics I2: the survivorship conflict queue has no owner"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-510" ; rdfs:label "rmd-stewardship-metrics I2: reference changes applied in place"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-511" ; rdfs:label "rmd-stewardship-metrics Q1: no staffing figures invented"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-1801" ; rdfs:label "Probability of an event"@en ; schema:text "What does it mean that the probability of an event is 0.25? (a) the event certainly happens; (b) the event is impossible; (c) the event happens in about one case in four; (d) the event happens in four cases out of five"@en ; schema:learningResourceType "multiple_choice" ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-1802" ; rdfs:label "Frequency and relative frequency"@en ; schema:text "A data set has 40 values and the value 5 occurs 10 times. What is the relative frequency of the value 5? (a) 10; (b) 4; (c) 0.25; (d) 0.4"@en ; schema:learningResourceType "multiple_choice" ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-1901" ; rdfs:label "Defining a reference value"@en ; schema:text "Which is an intensional definition of the reference value \"Overdraft\" in a product list? (a) \"Product P07\"; (b) \"A credit facility on a current account allowing the balance to go below zero up to an agreed limit\"; (c) \"Overdraft product\"; (d) \"See the product catalogue\""@en ; schema:learningResourceType "multiple_choice" ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-1803" ; rdfs:label "Rules of definition"@en ; schema:text "Which description consists of the main parts of a definition? (a) the nearest superordinate concept and the distinguishing characteristic; (b) only the name of the concept; (c) repeating the concept; (d) only an example"@en ; schema:learningResourceType "multiple_choice" ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-1804" ; rdfs:label "Function (dependency, argument, value of the function)"@en ; schema:text "Which example describes a dependency in which each value of the argument corresponds to one value of the function? (a) height and weight of the whole class on one day; (b) the length of a side of a rectangle and its area, when the other side is 5; (c) one person's height and their favourite numbers; (d) two arbitrary numbers"@en ; schema:learningResourceType "multiple_choice" ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-250" ; rdfs:label "rmd-code-lists-crosswalks C1: CW-220 segment to sector read as N:M from its pairs"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-251" ; rdfs:label "rmd-code-lists-crosswalks C1: the SME forward lookup decided by a condition or raised"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-252" ; rdfs:label "rmd-code-lists-crosswalks C2: circular debit card definition rewritten intensionally"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-253" ; rdfs:label "rmd-code-lists-crosswalks C2: extensional credit card definition rewritten intensionally"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-254" ; rdfs:label "rmd-code-lists-crosswalks C2: charge card delimited from its sibling card types"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-255" ; rdfs:label "rmd-code-lists-crosswalks I1: CW-230 under-declared N:1 is 1:1 and reversible"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-256" ; rdfs:label "rmd-code-lists-crosswalks I1: correct N:1 crosswalk CW-240 left forward only"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-257" ; rdfs:label "rmd-code-lists-crosswalks I2: discontinued gift card retired, not deleted"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-258" ; rdfs:label "rmd-code-lists-crosswalks I2: student card code S not overwritten with a new meaning"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-259" ; rdfs:label "rmd-code-lists-crosswalks I2: label spelling fix made in place"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-260" ; rdfs:label "rmd-code-lists-crosswalks I3: trading venues cite ISO 10383, not ISO 9362"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-261" ; rdfs:label "rmd-code-lists-crosswalks I3: ISO 4217 numeric 752 is SEK, 756 is CHF"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-262" ; rdfs:label "rmd-code-lists-crosswalks I3: correspondent BICs left under ISO 9362"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-450" ; rdfs:label "rmd-golden-record-stewardship C1: golden record of the remaining customer recomputed after an unmerge"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit , ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-451" ; rdfs:label "rmd-golden-record-stewardship C1: every consumer that received the merged identity corrected"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-452" ; rdfs:label "rmd-golden-record-stewardship C2: KYC-verified address not replaced by a newer unverified value"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-453" ; rdfs:label "rmd-golden-record-stewardship I3: golden value naming the golden record as its source"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-454" ; rdfs:label "rmd-golden-record-stewardship Q1: verified address kept over a newer unverified one"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-455" ; rdfs:label "rmd-golden-record-stewardship Q1: consumer that never received the merged identity left alone"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-550" ; rdfs:label "rmd-golden-record-stewardship I1: steward case outside the queues routed to one"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-551" ; rdfs:label "rmd-golden-record-stewardship I1: steward decisions of an unmerge audited"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-552" ; rdfs:label "rmd-golden-record-stewardship I2: time to resolve measured from arrival, not pick-up"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-553" ; rdfs:label "rmd-golden-record-stewardship I2: false-split rate added to the scorecard"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-554" ; rdfs:label "rmd-golden-record-stewardship Q1: sound false-merge and duplicate metrics left alone"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-150" ; rdfs:label "rmd-hub-style-authoring C1: MD-02 Product centralised, the hub being the only author and system of record"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit , ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-151" ; rdfs:label "rmd-hub-style-authoring C1: MD-03 Account registry, each attribute's system of record its authoring source, not the hub"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit , ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-152" ; rdfs:label "rmd-hub-style-authoring C1: MD-06 Branch location consolidation for a persisted, matched record as of the quarter-end"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-153" ; rdfs:label "rmd-hub-style-authoring C2: MD-02 Product with no owner reported and the appointed owner named"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-154" ; rdfs:label "rmd-hub-style-authoring C2: MD-03 Account with no scope reported and a scope with its boundary stated"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-155" ; rdfs:label "rmd-hub-style-authoring C3: ISO currency and country codes recognised as reference data and managed in the RDM tool, not the MDM hub"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit , ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-156" ; rdfs:label "rmd-hub-style-authoring C3: single-application, short-lived campaign data kept out of MDM for lack of an MDM driver"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-157" ; rdfs:label "rmd-hub-style-authoring I1: MD-03 shared by a live read through the hub instead of a nightly batch copy"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-158" ; rdfs:label "rmd-hub-style-authoring I1: MD-06 addresses validated and standardised before matching"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-159" ; rdfs:label "rmd-hub-style-authoring I2: plan keeping the product spreadsheet editable after go-live closed to keep the domain centralised"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit , ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-160" ; rdfs:label "rmd-hub-style-authoring I2: monitoring of the hub's data movement made a go-live condition"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-161" ; rdfs:label "rmd-hub-style-authoring Q1: domains with an owner and a scope passed as acceptable"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit , ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-162" ; rdfs:label "rmd-hub-style-authoring Q1: hub systems of record of a hub-authored domain passed as acceptable"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-350" ; rdfs:label "rmd-match-quality C1: agreement weights log2(m/u) instead of equal weights"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-351" ; rdfs:label "rmd-match-quality C1: disagreement weights log2((1-m)/(1-u)) instead of zero"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-352" ; rdfs:label "rmd-match-quality C2: no discriminator for father and son; date of birth compared"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit , ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-353" ; rdfs:label "rmd-match-quality C3: a joint-account IBAN as a deterministic key"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-354" ; rdfs:label "rmd-match-quality C3: the personal code kept as the key, phone kept as a weighted field"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-355" ; rdfs:label "rmd-match-quality I1: a single postcode blocking pass loses customers who moved"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-356" ; rdfs:label "rmd-match-quality I2: false-merge and false-split rates instead of merge counts"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit ] ; schema:isPartOf . a edu:Question ; dcterms:identifier "RM-357" ; rdfs:label "rmd-match-quality I2: the draft measured against the labelled sample"@en ; edu:solvableWith [ a edu:KnobitSet ; edu:memberKnobit , ] ; schema:isPartOf . a schema:CreativeWork ; dcterms:identifier "REF-1" ; dcterms:title "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data"@en ; dcterms:publisher "DAMA International" ; schema:version "2nd edition, revised (DMBOK2/RE)" ; skos:note "target level: CDMP Practitioner: the Master and Reference Data Management specialist exam (DAMA International)"@en . a edu:LearningOutcome ; dcterms:identifier "RV-2" ; rdfs:label "Reference data: structures, standards, versioning and crosswalks"@en ; dcterms:description "Managing code lists and their mappings over time."@en ; skos:notation "1.3.2, 2.4" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.2, 2.4"@en ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; schema:isPartOf . a edu:LearningOutcome ; dcterms:identifier "RV-3" ; rdfs:label "Master data: matching and identity resolution"@en ; dcterms:description "Deciding which records describe the same party."@en ; skos:notation "1.3.3, 2.3" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.3, 2.3"@en ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; schema:isPartOf . a edu:LearningOutcome ; dcterms:identifier "RV-4" ; rdfs:label "Master data: survivorship, golden record and lineage"@en ; dcterms:description "Deciding what the golden record says and keeping it traceable."@en ; skos:notation "1.3.3, 2.3" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.3, 2.3"@en ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; schema:isPartOf . a edu:LearningOutcome ; dcterms:identifier "RV-5" ; rdfs:label "Stewardship and MDM metrics"@en ; dcterms:description "Operating MDM and measuring it."@en ; skos:notation "2.5, 6" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 2.5, 6"@en ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; schema:isPartOf . a edu:LearningOutcome ; dcterms:identifier "RV-6" ; rdfs:label "Business drivers"@en ; dcterms:description "Why MDM."@en ; skos:notation "1.1" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.1"@en ; edu:includesKnobit ; schema:isPartOf . a edu:LearningOutcome ; dcterms:identifier "RV-7" ; rdfs:label "Differences between reference and master data"@en ; dcterms:description "Reference vs master."@en ; skos:notation "1.3.1" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.1"@en ; edu:includesKnobit ; schema:isPartOf . a edu:LearningOutcome ; dcterms:identifier "RV-8" ; rdfs:label "MDM key processing steps: acquisition, validation, standardisation, enrichment"@en ; dcterms:description "Processing."@en ; skos:notation "1.3.4" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.4"@en ; edu:includesKnobit ; schema:isPartOf . a edu:LearningOutcome ; dcterms:identifier "RV-9" ; rdfs:label "Master data model and data sharing architecture"@en ; dcterms:description "Model and sharing."@en ; skos:notation "1.3.5, 2.2" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.5, 2.2"@en ; edu:includesKnobit ; schema:isPartOf . a edu:LearningOutcome ; dcterms:identifier "RV-10" ; rdfs:label "Tools"@en ; dcterms:description "MDM tools."@en ; skos:notation "3" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 3"@en ; edu:includesKnobit ; schema:isPartOf . a edu:LearningOutcome ; dcterms:identifier "RV-11" ; rdfs:label "Implementation guidelines"@en ; dcterms:description "Implementing MDM."@en ; skos:notation "5" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 5"@en ; edu:includesKnobit ; schema:isPartOf . a edu:LearningOutcome ; dcterms:identifier "RV-1" ; rdfs:label "Master data: domains, systems of record and MDM architectural approaches"@en ; dcterms:description "Defining master data domains and how a hub relates to its sources."@en ; skos:notation "1.3.3, 2.1" ; dcterms:source "DAMA-DMBOK: Data Management Body of Knowledge, 2nd edition (revised), chapter 10: Reference and Master Data, 1.3.3, 2.1"@en ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; edu:includesKnobit ; schema:isPartOf .