Triple

T16743576
Position Surface form Disambiguated ID Type / Status
Subject Job Training Partnership Act E406892 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 97-300
Public Law 97-300 is the federal statute that enacted the Job Training Partnership Act, a major U.S. workforce development program of the 1980s aimed at improving employment and training opportunities for disadvantaged and unemployed individuals.
E1230318 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 97-300 | Statement: [Job Training Partnership Act, publicLawNumber, Public Law 97-300]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 97-300
Context triple: [Job Training Partnership Act, publicLawNumber, Public Law 97-300]
  • A. Public Law 92-500
    Public Law 92-500 is the 1972 U.S. federal statute that established the modern Clean Water Act framework for regulating water pollution and protecting the nation’s surface waters.
  • B. Public Law 99-308
    Public Law 99-308 is the formal designation of the Firearm Owners Protection Act, a 1986 U.S. federal law that revised and expanded regulations on firearms and gun owners.
  • C. Public Law 93-406
    Public Law 93-406 is the formal designation of the Employee Retirement Income Security Act of 1974, a landmark U.S. federal law that sets minimum standards for most voluntarily established retirement and health plans in private industry.
  • D. Public Law 99-240
    Public Law 99-240 is a U.S. federal statute enacted in 1986 that amended national policy on the disposal and management of low-level radioactive waste, clarifying state and federal responsibilities.
  • E. Public Law 96-607
    Public Law 96-607 is a 1980 United States federal statute that, among other provisions, established the Women’s Rights National Historical Park in Seneca Falls, New York, to commemorate the early women’s rights movement.
  • 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 97-300
Triple: [Job Training Partnership Act, publicLawNumber, Public Law 97-300]
Generated description
Public Law 97-300 is the federal statute that enacted the Job Training Partnership Act, a major U.S. workforce development program of the 1980s aimed at improving employment and training opportunities for disadvantaged and unemployed individuals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 97-300
Target entity description: Public Law 97-300 is the federal statute that enacted the Job Training Partnership Act, a major U.S. workforce development program of the 1980s aimed at improving employment and training opportunities for disadvantaged and unemployed individuals.
  • A. Public Law 92-500
    Public Law 92-500 is the 1972 U.S. federal statute that established the modern Clean Water Act framework for regulating water pollution and protecting the nation’s surface waters.
  • B. Public Law 99-308
    Public Law 99-308 is the formal designation of the Firearm Owners Protection Act, a 1986 U.S. federal law that revised and expanded regulations on firearms and gun owners.
  • C. Public Law 93-406
    Public Law 93-406 is the formal designation of the Employee Retirement Income Security Act of 1974, a landmark U.S. federal law that sets minimum standards for most voluntarily established retirement and health plans in private industry.
  • D. Public Law 99-240
    Public Law 99-240 is a U.S. federal statute enacted in 1986 that amended national policy on the disposal and management of low-level radioactive waste, clarifying state and federal responsibilities.
  • E. Public Law 96-607
    Public Law 96-607 is a 1980 United States federal statute that, among other provisions, established the Women’s Rights National Historical Park in Seneca Falls, New York, to commemorate the early women’s rights movement.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3aa205138819080284fd9a4341225 completed April 18, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d52d88081909695a08d00bd2257 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009dd925308190a82c6ef014b37333 completed May 10, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a009e9b9874819084060408cdc44d0b completed May 10, 2026, 3:04 p.m.
Created at: April 10, 2026, 5:21 a.m.