Triple

T221373
Position Surface form Disambiguated ID Type / Status
Subject Great Society E4220 entity
Predicate hasPart P35 FINISHED
Object 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.
E28470 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: Job Corps | Statement: [Great Society, hasPart, Job Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Job Corps
Context triple: [Great Society, hasPart, Job Corps]
  • A. Bureau of Indian Education
    The Bureau of Indian Education is a U.S. federal agency responsible for providing and overseeing education services for American Indian and Alaska Native students, primarily through schools on or near reservations.
  • B. Corporation for National and Community Service
    The Corporation for National and Community Service is a U.S. federal agency that administers national service programs like AmeriCorps and Senior Corps to support volunteering and community development.
  • C. U.S. Office of Vocational Rehabilitation
    The U.S. Office of Vocational Rehabilitation was a federal agency responsible for providing and overseeing services that helped individuals with disabilities prepare for, obtain, and maintain employment.
  • D. National Youth Administration
    The National Youth Administration was a New Deal agency that provided work, education, and training opportunities to American young people during the Great Depression.
  • E. Federal Work-Study Program
    The Federal Work-Study Program is a U.S. financial aid initiative that provides part-time jobs for eligible college and graduate students to help pay for education expenses.
  • 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: Job Corps
Triple: [Great Society, hasPart, Job Corps]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Job Corps
Target entity description: 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.
  • A. Bureau of Indian Education
    The Bureau of Indian Education is a U.S. federal agency responsible for providing and overseeing education services for American Indian and Alaska Native students, primarily through schools on or near reservations.
  • B. Corporation for National and Community Service
    The Corporation for National and Community Service is a U.S. federal agency that administers national service programs like AmeriCorps and Senior Corps to support volunteering and community development.
  • C. U.S. Office of Vocational Rehabilitation
    The U.S. Office of Vocational Rehabilitation was a federal agency responsible for providing and overseeing services that helped individuals with disabilities prepare for, obtain, and maintain employment.
  • D. National Youth Administration
    The National Youth Administration was a New Deal agency that provided work, education, and training opportunities to American young people during the Great Depression.
  • E. Federal Work-Study Program
    The Federal Work-Study Program is a U.S. financial aid initiative that provides part-time jobs for eligible college and graduate students to help pay for education expenses.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c6e6fbc8190a8744e193df513e8 completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34d953f308190b15fc5768b5b5e6f completed Feb. 28, 2026, 8:18 p.m.
NEDg Description generation batch_69a35076ef6881908918c19412e12efe completed Feb. 28, 2026, 8:30 p.m.
NED2 Entity disambiguation (via description) batch_69a350d687148190b673593b8aa0072e completed Feb. 28, 2026, 8:32 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.