Triple

T6657291
Position Surface form Disambiguated ID Type / Status
Subject Title II (Economic Opportunity Act of 1964) E151377 entity
Predicate relatedTo P37 FINISHED
Object Title III (Economic Opportunity Act of 1964)
Title III of the Economic Opportunity Act of 1964 is a section of the landmark U.S. anti-poverty legislation that established and funded community-based programs to promote job training, education, and economic opportunity for low-income individuals.
E28653 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: Title III (Economic Opportunity Act of 1964) | Statement: [Title II (Economic Opportunity Act of 1964), relatedTo, Title III (Economic Opportunity Act of 1964)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title III (Economic Opportunity Act of 1964)
Context triple: [Title II (Economic Opportunity Act of 1964), relatedTo, Title III (Economic Opportunity Act of 1964)]
  • A. 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.
  • B. 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.
  • C. Housing and Urban Development Act of 1968
    The Housing and Urban Development Act of 1968 is a landmark U.S. federal law that greatly expanded housing assistance and homeownership programs, particularly for low- and moderate-income families, and significantly shaped modern federal housing policy.
  • D. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • E. Title III
    Title III is a section of the Digital Millennium Copyright Act that addresses limitations on liability for online service providers regarding copyright infringement.
  • 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: Title III (Economic Opportunity Act of 1964)
Triple: [Title II (Economic Opportunity Act of 1964), relatedTo, Title III (Economic Opportunity Act of 1964)]
Generated description
Title III of the Economic Opportunity Act of 1964 is a section of the landmark U.S. anti-poverty legislation that established and funded community-based programs to promote job training, education, and economic opportunity for low-income individuals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title III (Economic Opportunity Act of 1964)
Target entity description: Title III of the Economic Opportunity Act of 1964 is a section of the landmark U.S. anti-poverty legislation that established and funded community-based programs to promote job training, education, and economic opportunity for low-income individuals.
  • A. Economic Opportunity Act of 1964 chosen
    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.
  • B. 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.
  • C. Housing and Urban Development Act of 1968
    The Housing and Urban Development Act of 1968 is a landmark U.S. federal law that greatly expanded housing assistance and homeownership programs, particularly for low- and moderate-income families, and significantly shaped modern federal housing policy.
  • D. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • E. Title III
    Title III is a section of the Digital Millennium Copyright Act that addresses limitations on liability for online service providers regarding copyright infringement.
  • F. None of above.

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_69c687f5fac48190a09e4838d9c6b45d completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b06f3da88190b17649f44ee93fd1 completed March 27, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f79817f08190a9e499f09b25e67a completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f86efd00819099d48fe7cb9640a3 completed March 27, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69c6f91ac7788190832a133c4fe046f1 completed March 27, 2026, 9:39 p.m.
Created at: March 27, 2026, 2:01 p.m.