Triple

T5481083
Position Surface form Disambiguated ID Type / Status
Subject Unified Data Repository E123466 entity
Predicate accessedBy P1985 FINISHED
Object Unified Data Management
Unified Data Management is an approach or system that centrally governs, integrates, and controls access to an organization’s data assets across a unified repository.
 E524388 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Unified Data Management | Statement: [Unified Data Repository, accessedBy, Unified Data Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Unified Data Management
Context triple: [Unified Data Repository, accessedBy, Unified Data Management]
  • A. Unified Data Repository
    The Unified Data Repository (UDR) is a central 5G Core network function that stores and manages subscriber, policy, and application data for use by other core components.
  • B. Master Data Services
    Master Data Services is a SQL Server component for managing, governing, and maintaining consistent master data across an organization’s systems and applications.
  • C. Management Data Warehouse
    Management Data Warehouse is a SQL Server feature that collects, stores, and reports performance and usage data to support monitoring and tuning of database systems.
  • D. Information Management Unit
    The Information Management Unit is a division of the Queensland Parliamentary Library responsible for organizing, maintaining, and providing access to the Parliament’s information and records.
  • E. Office of Data Development and Standards
    The Office of Data Development and Standards is a division within the U.S. Bureau of Transportation Statistics responsible for establishing data standards and advancing the quality and consistency of transportation-related data.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Unified Data Management
Triple: [Unified Data Repository, accessedBy, Unified Data Management]
Generated description
Unified Data Management is an approach or system that centrally governs, integrates, and controls access to an organization’s data assets across a unified repository.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Unified Data Management
Target entity description: Unified Data Management is an approach or system that centrally governs, integrates, and controls access to an organization’s data assets across a unified repository.
  • A. Unified Data Repository
    The Unified Data Repository (UDR) is a central 5G Core network function that stores and manages subscriber, policy, and application data for use by other core components.
  • B. Master Data Services
    Master Data Services is a SQL Server component for managing, governing, and maintaining consistent master data across an organization’s systems and applications.
  • C. Management Data Warehouse
    Management Data Warehouse is a SQL Server feature that collects, stores, and reports performance and usage data to support monitoring and tuning of database systems.
  • D. Information Management Unit
    The Information Management Unit is a division of the Queensland Parliamentary Library responsible for organizing, maintaining, and providing access to the Parliament’s information and records.
  • E. Office of Data Development and Standards
    The Office of Data Development and Standards is a division within the U.S. Bureau of Transportation Statistics responsible for establishing data standards and advancing the quality and consistency of transportation-related data.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd4648883481909e9775d43300c5fa completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd924a2eb08190b759b23a6eab5e0a completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf70dcb0c881909d9aaf0050a5c27b completed March 22, 2026, 4:32 a.m.
NEDg Description generation batch_69bf726ca8b08190b4ae9d6d2787b303 completed March 22, 2026, 4:39 a.m.
NED2 Entity disambiguation (via description) batch_69bf72b99d988190801d6044fa07310c completed March 22, 2026, 4:40 a.m.
Created at: March 20, 2026, 2:09 p.m.