Triple

T221372
Position Surface form Disambiguated ID Type / Status
Subject Great Society E4220 entity
Predicate hasPart P35 FINISHED
Object Head Start program
The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
E28469 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: Head Start program | Statement: [Great Society, hasPart, Head Start program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Head Start program
Context triple: [Great Society, hasPart, Head Start program]
  • A. Temporary Assistance for Needy Families
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • B. Massachusetts Department of Early Education and Care
    The Massachusetts Department of Early Education and Care is a state agency responsible for overseeing and improving early childhood education and care programs for young children and their families across Massachusetts.
  • C. Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP)
    Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP) is a U.S. federal initiative that supports low-income and underserved students in preparing for and succeeding in postsecondary education through long-term, cohort-based services and scholarships.
  • D. Aid to Dependent Children
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
  • E. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • 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: Head Start program
Triple: [Great Society, hasPart, Head Start program]
Generated description
The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Head Start program
Target entity description: The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
  • A. Temporary Assistance for Needy Families
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • B. Massachusetts Department of Early Education and Care
    The Massachusetts Department of Early Education and Care is a state agency responsible for overseeing and improving early childhood education and care programs for young children and their families across Massachusetts.
  • C. Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP)
    Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP) is a U.S. federal initiative that supports low-income and underserved students in preparing for and succeeding in postsecondary education through long-term, cohort-based services and scholarships.
  • D. Aid to Dependent Children
    Aid to Dependent Children was a New Deal-era federal assistance program that provided cash support to low-income families with children, particularly single-mother households, in the United States.
  • E. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • 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.