Triple

T365742
Position Surface form Disambiguated ID Type / Status
Subject National Defense Authorization Act for Fiscal Year 2020 E7955 entity
Predicate includesNamedAct P1393 FINISHED
Object Fair Chance to Compete for Jobs Act of 2019
The Fair Chance to Compete for Jobs Act of 2019 is a U.S. federal law that restricts when federal agencies and contractors can inquire about an applicant’s criminal history, aiming to promote fair hiring practices for people with records.
E46449 NE FINISHED

How this triple was built (5 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: Fair Chance to Compete for Jobs Act of 2019 | Statement: [National Defense Authorization Act for Fiscal Year 2020, includesNamedAct, Fair Chance to Compete for Jobs Act of 2019]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fair Chance to Compete for Jobs Act of 2019
Context triple: [National Defense Authorization Act for Fiscal Year 2020, includesNamedAct, Fair Chance to Compete for Jobs Act of 2019]
  • A. Fair Minimum Wage Act of 2007
    The Fair Minimum Wage Act of 2007 is a U.S. federal law that significantly increased the federal minimum wage in several stages for the first time in a decade.
  • B. Cranston-Gonzalez National Affordable Housing Act
    The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
  • C. Fair Labor Standards Amendments of 1977
    The Fair Labor Standards Amendments of 1977 were U.S. federal legislative changes that updated wage and hour protections, including raising the minimum wage and expanding coverage under the Fair Labor Standards Act.
  • D. Fair Labor Standards Amendments of 1985
    The Fair Labor Standards Amendments of 1985 are U.S. federal legislative changes that, among other provisions, clarified and modified wage, hour, and overtime rules—particularly for public sector employees—under the Fair Labor Standards Act.
  • E. Labor-Management Reporting and Disclosure Act of 1959
    The Labor-Management Reporting and Disclosure Act of 1959 is a U.S. federal law that regulates internal union affairs and union–management relations, emphasizing financial transparency, democratic procedures, and protections for union members’ rights.
  • 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: Fair Chance to Compete for Jobs Act of 2019
Triple: [National Defense Authorization Act for Fiscal Year 2020, includesNamedAct, Fair Chance to Compete for Jobs Act of 2019]
Generated description
The Fair Chance to Compete for Jobs Act of 2019 is a U.S. federal law that restricts when federal agencies and contractors can inquire about an applicant’s criminal history, aiming to promote fair hiring practices for people with records.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fair Chance to Compete for Jobs Act of 2019
Target entity description: The Fair Chance to Compete for Jobs Act of 2019 is a U.S. federal law that restricts when federal agencies and contractors can inquire about an applicant’s criminal history, aiming to promote fair hiring practices for people with records.
  • A. Fair Minimum Wage Act of 2007
    The Fair Minimum Wage Act of 2007 is a U.S. federal law that significantly increased the federal minimum wage in several stages for the first time in a decade.
  • B. Cranston-Gonzalez National Affordable Housing Act
    The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
  • C. Fair Labor Standards Amendments of 1977
    The Fair Labor Standards Amendments of 1977 were U.S. federal legislative changes that updated wage and hour protections, including raising the minimum wage and expanding coverage under the Fair Labor Standards Act.
  • D. Fair Labor Standards Amendments of 1985
    The Fair Labor Standards Amendments of 1985 are U.S. federal legislative changes that, among other provisions, clarified and modified wage, hour, and overtime rules—particularly for public sector employees—under the Fair Labor Standards Act.
  • E. Labor-Management Reporting and Disclosure Act of 1959
    The Labor-Management Reporting and Disclosure Act of 1959 is a U.S. federal law that regulates internal union affairs and union–management relations, emphasizing financial transparency, democratic procedures, and protections for union members’ rights.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: includesNamedAct
Context triple: [National Defense Authorization Act for Fiscal Year 2020, includesNamedAct, Fair Chance to Compete for Jobs Act of 2019]
  • A. includes chosen
    Indicates that one entity contains, encompasses, or has another entity as a part, member, or subset.
  • B. actsOn
    Indicates that one entity performs an action that affects, targets, or is directed toward another entity.
  • C. followsNameOf
    Indicates that one entity’s name comes immediately after another entity’s name in a specified ordering or sequence.
  • D. namedAfter
    Indicates that one entity has been given its name in honor of, or derived from, another entity.
  • E. endsOn
    Indicates that one entity terminates or concludes precisely at the boundary or endpoint of another entity.
  • F. None of above.

Provenance (6 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebe7d4d0819083daeb7686ae1914 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e8668b848190b68d19819ac134df completed March 1, 2026, 7:19 a.m.
NEDg Description generation batch_69a3ea5beecc8190b128db693db39e95 completed March 1, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69a3eba438548190912d5a4a9c0e6528 completed March 1, 2026, 7:32 a.m.
PD Predicate disambiguation batch_69a2e95dbb208190b277fc5352a4ee84 completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.