Triple

T2608842
Position Surface form Disambiguated ID Type / Status
Subject Federal Minister of Labour and Social Affairs of Germany E58725 entity
Predicate hasAuthorityOver P544 FINISHED
Object 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.
E282478 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: Federal Employment Agency (policy supervision) | Statement: [Federal Minister of Labour and Social Affairs of Germany, hasAuthorityOver, Federal Employment Agency (policy supervision)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Employment Agency (policy supervision)
Context triple: [Federal Minister of Labour and Social Affairs of Germany, hasAuthorityOver, Federal Employment Agency (policy supervision)]
  • A. Office of Special Counsel to bring enforcement actions for federal employees
    The Office of Special Counsel is an independent U.S. federal agency that investigates and prosecutes prohibited personnel practices and protects federal employees, including whistleblowers, from retaliation and other workplace rights violations.
  • B. 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.
  • C. Department of Labor and Employment central office
    The Department of Labor and Employment central office is the main headquarters of the Philippine government agency responsible for formulating and implementing labor and employment policies nationwide.
  • D. Office of the Assistant Secretaries of Labor
    The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
  • E. Office of Federal Contract Compliance Programs
    The Office of Federal Contract Compliance Programs is a U.S. government agency that enforces equal employment opportunity and affirmative action requirements for federal contractors and subcontractors.
  • 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: Federal Employment Agency (policy supervision)
Triple: [Federal Minister of Labour and Social Affairs of Germany, hasAuthorityOver, Federal Employment Agency (policy supervision)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Employment Agency (policy supervision)
Target entity description: 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.
  • A. Office of Special Counsel to bring enforcement actions for federal employees
    The Office of Special Counsel is an independent U.S. federal agency that investigates and prosecutes prohibited personnel practices and protects federal employees, including whistleblowers, from retaliation and other workplace rights violations.
  • B. 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.
  • C. Department of Labor and Employment central office
    The Department of Labor and Employment central office is the main headquarters of the Philippine government agency responsible for formulating and implementing labor and employment policies nationwide.
  • D. Office of the Assistant Secretaries of Labor
    The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
  • E. Office of Federal Contract Compliance Programs
    The Office of Federal Contract Compliance Programs is a U.S. government agency that enforces equal employment opportunity and affirmative action requirements for federal contractors and subcontractors.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd868acc481909444c99a621cdbec completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83e1efb88190b79c2c6ac0e87647 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af84a15b5c8190bb68b6ff313adb6c completed March 10, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69af85aa5f548190a4ce1a4ff38ca5e3 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.