Triple

T221378
Position Surface form Disambiguated ID Type / Status
Subject Great Society E4220 entity
Predicate hasPart P35 FINISHED
Object Demonstration Cities and Metropolitan Development Act of 1966
The Demonstration Cities and Metropolitan Development Act of 1966 was a major U.S. federal law under President Lyndon B. Johnson’s Great Society that funded comprehensive urban renewal and anti-poverty programs in selected “model cities.”
E28655 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: Demonstration Cities and Metropolitan Development Act of 1966 | Statement: [Great Society, hasPart, Demonstration Cities and Metropolitan Development Act of 1966]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Demonstration Cities and Metropolitan Development Act of 1966
Context triple: [Great Society, hasPart, Demonstration Cities and Metropolitan Development Act of 1966]
  • A. Association of Metropolitan Authorities
    The Association of Metropolitan Authorities was a UK local government body that represented the interests of metropolitan councils before being merged into the Local Government Association.
  • B. Housing and Community Development Act of 1974
    The Housing and Community Development Act of 1974 is a major U.S. federal law that restructured housing assistance and created the Community Development Block Grant program to support local community development and affordable housing.
  • C. Riegle Community Development and Regulatory Improvement Act of 1994
    The Riegle Community Development and Regulatory Improvement Act of 1994 is a U.S. federal law aimed at promoting community development and financial services in underserved areas, notably by establishing the Community Development Financial Institutions (CDFI) Fund.
  • D. Housing Act of 1949
    The Housing Act of 1949 was a landmark U.S. federal law that expanded public housing, funded urban redevelopment, and aimed to improve housing standards as part of postwar social reform.
  • E. Garden city movement
    The Garden city movement was an influential urban planning philosophy that promoted self-contained, greenbelt-surrounded towns combining the benefits of city and countryside to improve living conditions and reduce urban overcrowding.
  • 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: Demonstration Cities and Metropolitan Development Act of 1966
Triple: [Great Society, hasPart, Demonstration Cities and Metropolitan Development Act of 1966]
Generated description
The Demonstration Cities and Metropolitan Development Act of 1966 was a major U.S. federal law under President Lyndon B. Johnson’s Great Society that funded comprehensive urban renewal and anti-poverty programs in selected “model cities.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Demonstration Cities and Metropolitan Development Act of 1966
Target entity description: The Demonstration Cities and Metropolitan Development Act of 1966 was a major U.S. federal law under President Lyndon B. Johnson’s Great Society that funded comprehensive urban renewal and anti-poverty programs in selected “model cities.”
  • A. Association of Metropolitan Authorities
    The Association of Metropolitan Authorities was a UK local government body that represented the interests of metropolitan councils before being merged into the Local Government Association.
  • B. Housing and Community Development Act of 1974
    The Housing and Community Development Act of 1974 is a major U.S. federal law that restructured housing assistance and created the Community Development Block Grant program to support local community development and affordable housing.
  • C. Riegle Community Development and Regulatory Improvement Act of 1994
    The Riegle Community Development and Regulatory Improvement Act of 1994 is a U.S. federal law aimed at promoting community development and financial services in underserved areas, notably by establishing the Community Development Financial Institutions (CDFI) Fund.
  • D. Housing Act of 1949
    The Housing Act of 1949 was a landmark U.S. federal law that expanded public housing, funded urban redevelopment, and aimed to improve housing standards as part of postwar social reform.
  • E. Garden city movement
    The Garden city movement was an influential urban planning philosophy that promoted self-contained, greenbelt-surrounded towns combining the benefits of city and countryside to improve living conditions and reduce urban overcrowding.
  • 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_69a3527641a081908fbcd0b16fc1c19e completed Feb. 28, 2026, 8:39 p.m.
NEDg Description generation batch_69a3559bd7808190b5676537827aba91 completed Feb. 28, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69a356327bd881909b3e9895a3b81c9e completed Feb. 28, 2026, 8:55 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.