Triple

T4023839
Position Surface form Disambiguated ID Type / Status
Subject Manpower Development and Training Act of 1962 E91342 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 87-415
Public Law 87-415 is the federal statute enacted in 1962 that established the Manpower Development and Training Act, a key U.S. program for retraining and upgrading the skills of unemployed and underemployed workers.
E409173 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: Public Law 87-415 | Statement: [Manpower Development and Training Act of 1962, publicLawNumber, Public Law 87-415]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 87-415
Context triple: [Manpower Development and Training Act of 1962, publicLawNumber, Public Law 87-415]
  • A. Public Law 81-507
    Public Law 81-507 is the 1950 U.S. federal statute that established the National Science Foundation as a key agency for supporting scientific research and education.
  • B. Public Law 81-171
    Public Law 81-171 is the formal designation of the Housing Act of 1949, a landmark U.S. federal law that expanded public housing and urban redevelopment programs in the post–World War II era.
  • C. Public Law 86-257
    Public Law 86-257 is the formal statutory designation of the Labor-Management Reporting and Disclosure Act of 1959, a U.S. federal law that regulates labor unions’ internal affairs and their relations with employers.
  • D. Public Law 81-110
    Public Law 81-110 is the 1949 U.S. federal statute that formally established the Central Intelligence Agency’s authorities, structure, and operational powers during the early Cold War.
  • E. Public Law 88-577
    Public Law 88-577 is the formal designation of the Wilderness Act of 1964, the landmark U.S. law that created the National Wilderness Preservation System to protect federal wilderness areas.
  • 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: Public Law 87-415
Triple: [Manpower Development and Training Act of 1962, publicLawNumber, Public Law 87-415]
Generated description
Public Law 87-415 is the federal statute enacted in 1962 that established the Manpower Development and Training Act, a key U.S. program for retraining and upgrading the skills of unemployed and underemployed workers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 87-415
Target entity description: Public Law 87-415 is the federal statute enacted in 1962 that established the Manpower Development and Training Act, a key U.S. program for retraining and upgrading the skills of unemployed and underemployed workers.
  • A. Public Law 81-507
    Public Law 81-507 is the 1950 U.S. federal statute that established the National Science Foundation as a key agency for supporting scientific research and education.
  • B. Public Law 81-171
    Public Law 81-171 is the formal designation of the Housing Act of 1949, a landmark U.S. federal law that expanded public housing and urban redevelopment programs in the post–World War II era.
  • C. Public Law 86-257
    Public Law 86-257 is the formal statutory designation of the Labor-Management Reporting and Disclosure Act of 1959, a U.S. federal law that regulates labor unions’ internal affairs and their relations with employers.
  • D. Public Law 81-110
    Public Law 81-110 is the 1949 U.S. federal statute that formally established the Central Intelligence Agency’s authorities, structure, and operational powers during the early Cold War.
  • E. Public Law 88-577
    Public Law 88-577 is the formal designation of the Wilderness Act of 1964, the landmark U.S. law that created the National Wilderness Preservation System to protect federal wilderness areas.
  • 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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeface7a788190a0e4e549a6816f91 completed March 9, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5562f3fd881909975cb85143ad466 completed March 14, 2026, 12:35 p.m.
NEDg Description generation batch_69b55a3d0f3c8190942f8b93129310a9 completed March 14, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69b55a9ec7e88190bc5d165fd666f4b3 completed March 14, 2026, 12:54 p.m.
Created at: March 9, 2026, 3:35 p.m.