Triple

T2618508
Position Surface form Disambiguated ID Type / Status
Subject 89th United States Congress E58947 entity
Predicate passedAct P6890 FINISHED
Object Appalachian Regional Development Act of 1965
The Appalachian Regional Development Act of 1965 is a U.S. federal law that created the Appalachian Regional Commission to promote economic development and improve infrastructure and living standards in the Appalachian region.
E283067 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: Appalachian Regional Development Act of 1965 | Statement: [89th United States Congress, passedAct, Appalachian Regional Development Act of 1965]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Appalachian Regional Development Act of 1965
Context triple: [89th United States Congress, passedAct, Appalachian Regional Development Act of 1965]
  • A. Public Works and Economic Development Act of 1965
    The Public Works and Economic Development Act of 1965 is a U.S. federal law that established a framework for promoting economic growth and job creation in distressed communities through grants and assistance for public works and development projects.
  • B. Landrum–Griffin Act
    The Landrum–Griffin Act is a U.S. federal law enacted in 1959 that regulates labor unions’ internal affairs and their officials’ relationships with employers to protect union members’ rights and prevent corruption.
  • C. Economic Opportunity Act of 1964
    The Economic Opportunity Act of 1964 was a landmark U.S. federal law that launched key anti-poverty programs such as Job Corps, Head Start, and community action agencies as part of President Lyndon B. Johnson’s War on Poverty.
  • D. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • E. Housing and Urban Development Act of 1965
    The Housing and Urban Development Act of 1965 was a landmark U.S. federal law that greatly expanded funding and programs for urban renewal, public housing, and community development as part of President Lyndon B. Johnson’s Great Society agenda.
  • 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: Appalachian Regional Development Act of 1965
Triple: [89th United States Congress, passedAct, Appalachian Regional Development Act of 1965]
Generated description
The Appalachian Regional Development Act of 1965 is a U.S. federal law that created the Appalachian Regional Commission to promote economic development and improve infrastructure and living standards in the Appalachian region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Appalachian Regional Development Act of 1965
Target entity description: The Appalachian Regional Development Act of 1965 is a U.S. federal law that created the Appalachian Regional Commission to promote economic development and improve infrastructure and living standards in the Appalachian region.
  • A. Public Works and Economic Development Act of 1965
    The Public Works and Economic Development Act of 1965 is a U.S. federal law that established a framework for promoting economic growth and job creation in distressed communities through grants and assistance for public works and development projects.
  • B. Landrum–Griffin Act
    The Landrum–Griffin Act is a U.S. federal law enacted in 1959 that regulates labor unions’ internal affairs and their officials’ relationships with employers to protect union members’ rights and prevent corruption.
  • C. Economic Opportunity Act of 1964
    The Economic Opportunity Act of 1964 was a landmark U.S. federal law that launched key anti-poverty programs such as Job Corps, Head Start, and community action agencies as part of President Lyndon B. Johnson’s War on Poverty.
  • D. Wheeler-Rayburn Act
    The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • E. Housing and Urban Development Act of 1965
    The Housing and Urban Development Act of 1965 was a landmark U.S. federal law that greatly expanded funding and programs for urban renewal, public housing, and community development as part of President Lyndon B. Johnson’s Great Society agenda.
  • 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_69ab4ac444dc819099614e534dd6021f completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd894b29c81909c7f78c6c3cc7f89 completed March 7, 2026, 7:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69af908ba2908190b535d96c6f0e76ba completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af914ebc80819091524d1a4c316337 completed March 10, 2026, 3:34 a.m.
NED2 Entity disambiguation (via description) batch_69af91cc03648190936adfcccb6017de completed March 10, 2026, 3:36 a.m.
Created at: March 6, 2026, 9:50 p.m.