Triple

T8381504
Position Surface form Disambiguated ID Type / Status
Subject Title XIII—Federal Workforce Improvement E197701 entity
Predicate hasShortTitle P6037 FINISHED
Object Federal Workforce Improvement E197701 NE FINISHED

How this triple was built (2 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: Federal Workforce Improvement | Statement: [Title XIII—Federal Workforce Improvement, hasShortTitle, Federal Workforce Improvement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federal Workforce Improvement
Context triple: [Title XIII—Federal Workforce Improvement, hasShortTitle, Federal Workforce Improvement]
  • A. Federal Employment Agency (policy supervision)
    The Federal Employment Agency (policy supervision) is Germany’s central public authority responsible for implementing labor market policies, job placement, and unemployment benefits under the oversight of the Federal Minister of Labour and Social Affairs.
  • B. Federal Office of Personnel
    The Federal Office of Personnel is a Swiss federal agency responsible for human resources policy and management within the federal administration.
  • C. Title XIII—Federal Workforce Improvement chosen
    Title XIII—Federal Workforce Improvement is a section of the Homeland Security Act of 2002 that focuses on modernizing and enhancing the effectiveness, management, and human capital policies of the federal workforce.
  • D. Office of Personnel Management
    The Office of Personnel Management is the U.S. federal agency responsible for managing the government’s civilian workforce, including human resources policy, benefits, and personnel systems.
  • E. Government Organization and Employees
    "Government Organization and Employees" is the short title for Title 5 of the United States Code, which governs the structure, administration, and personnel policies of the federal civil service and related government entities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca82f64c188190af4e1608036b865d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80dc96048190887d7df8bce5c1fd completed March 31, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde814816481909bcc3b11fa5a1367 completed April 2, 2026, 3:52 a.m.
Created at: March 30, 2026, 6:02 p.m.