Triple

T2797479
Position Surface form Disambiguated ID Type / Status
Subject Employment and Training Administration E53072 entity
Predicate collaboratesWith P37 FINISHED
Object American Job Centers
American Job Centers are a nationwide network of one-stop career centers in the United States that provide job seekers and employers with employment, training, and workforce development services.
E299495 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: American Job Centers | Statement: [Employment and Training Administration, collaboratesWith, American Job Centers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Job Centers
Context triple: [Employment and Training Administration, collaboratesWith, American Job Centers]
  • A. Job Corps
    Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
  • B. Office of Economic Opportunity
    The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
  • C. Employment Service
    Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
  • D. Massachusetts Department of Transitional Assistance
    The Massachusetts Department of Transitional Assistance is a state agency that administers public assistance programs such as food, cash, and employment support for low-income individuals and families in Massachusetts.
  • E. District of Columbia Department of Employment Services
    The District of Columbia Department of Employment Services is the city’s primary labor and workforce agency, responsible for job placement, unemployment insurance, and employment-related services for residents and employers.
  • 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: American Job Centers
Triple: [Employment and Training Administration, collaboratesWith, American Job Centers]
Generated description
American Job Centers are a nationwide network of one-stop career centers in the United States that provide job seekers and employers with employment, training, and workforce development services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Job Centers
Target entity description: American Job Centers are a nationwide network of one-stop career centers in the United States that provide job seekers and employers with employment, training, and workforce development services.
  • A. Job Corps
    Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
  • B. Office of Economic Opportunity
    The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
  • C. Employment Service
    Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
  • D. Massachusetts Department of Transitional Assistance
    The Massachusetts Department of Transitional Assistance is a state agency that administers public assistance programs such as food, cash, and employment support for low-income individuals and families in Massachusetts.
  • E. District of Columbia Department of Employment Services
    The District of Columbia Department of Employment Services is the city’s primary labor and workforce agency, responsible for job placement, unemployment insurance, and employment-related services for residents and employers.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddf0f4988190bffc3abab7edbb81 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc66798148190bd7b163043167409 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc6e6d4bc81908108fe24677448c3 completed March 10, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69afc792051c8190b8c95156e5fcfe2f completed March 10, 2026, 7:26 a.m.
Created at: March 6, 2026, 9:58 p.m.