Triple

T6528718
Position Surface form Disambiguated ID Type / Status
Subject Public Law 88-452 E151371 entity
Predicate publicLawNumber P1117 FINISHED
Object Pub.L. 88-452
Pub.L. 88-452 is the public law that enacted the Economic Opportunity Act of 1964, launching President Lyndon B. Johnson’s War on Poverty and creating key anti-poverty programs in the United States.
E602103 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: Pub.L. 88-452 | Statement: [Public Law 88-452, publicLawNumber, Pub.L. 88-452]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pub.L. 88-452
Context triple: [Public Law 88-452, publicLawNumber, Pub.L. 88-452]
  • A. Pub.L. 82–414
    Pub.L. 82–414 is the public law designation for the Immigration and Nationality Act of 1952, a foundational U.S. statute that comprehensively restructured federal immigration and naturalization policy.
  • B. Pub.L. 89–329
    Pub.L. 89–329 is the public law that enacted the Higher Education Act of 1965, a landmark U.S. statute expanding federal funding and access to postsecondary education.
  • C. Pub.L. 89–110
    Pub.L. 89–110 is the formal public law designation for the landmark Voting Rights Act of 1965, a key U.S. federal statute prohibiting racial discrimination in voting.
  • D. Pub.L. 96-510
    Pub.L. 96-510 is the Comprehensive Environmental Response, Compensation, and Liability Act of 1980 (CERCLA), a U.S. federal law that created the Superfund program to clean up hazardous waste sites and address releases of toxic substances.
  • E. Pub.L. 74–220
    Pub.L. 74–220 is the 1935 United States federal statute commonly known as the Federal Register Act, which established the Federal Register as the official journal for publishing government rules, regulations, and notices.
  • 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: Pub.L. 88-452
Triple: [Public Law 88-452, publicLawNumber, Pub.L. 88-452]
Generated description
Pub.L. 88-452 is the public law that enacted the Economic Opportunity Act of 1964, launching President Lyndon B. Johnson’s War on Poverty and creating key anti-poverty programs in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pub.L. 88-452
Target entity description: Pub.L. 88-452 is the public law that enacted the Economic Opportunity Act of 1964, launching President Lyndon B. Johnson’s War on Poverty and creating key anti-poverty programs in the United States.
  • A. Pub.L. 82–414
    Pub.L. 82–414 is the public law designation for the Immigration and Nationality Act of 1952, a foundational U.S. statute that comprehensively restructured federal immigration and naturalization policy.
  • B. Pub.L. 89–329
    Pub.L. 89–329 is the public law that enacted the Higher Education Act of 1965, a landmark U.S. statute expanding federal funding and access to postsecondary education.
  • C. Pub.L. 89–110
    Pub.L. 89–110 is the formal public law designation for the landmark Voting Rights Act of 1965, a key U.S. federal statute prohibiting racial discrimination in voting.
  • D. Pub.L. 96-510
    Pub.L. 96-510 is the Comprehensive Environmental Response, Compensation, and Liability Act of 1980 (CERCLA), a U.S. federal law that created the Superfund program to clean up hazardous waste sites and address releases of toxic substances.
  • E. Pub.L. 74–220
    Pub.L. 74–220 is the 1935 United States federal statute commonly known as the Federal Register Act, which established the Federal Register as the official journal for publishing government rules, regulations, and notices.
  • 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_69c687f522748190b3058405553cdabd completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6adaafbfc8190a3e3c75ea5958c67 completed March 27, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb7a85dc8190a97138a20728b43f completed March 27, 2026, 6:24 p.m.
NEDg Description generation batch_69c6cd049fac81908c955caa0ccac5ba completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce00096c8190a3015bcd392e0ce4 completed March 27, 2026, 6:35 p.m.
Created at: March 27, 2026, 1:46 p.m.