Triple

T21396953
Position Surface form Disambiguated ID Type / Status
Subject 29 CFR Part 570 E527810 entity
Predicate includes P1393 FINISHED
Object Subpart G – General Statements of Interpretation of the Child Labor Provisions of the Fair Labor Standards Act of 1938, as Amended
Subpart G is a regulatory section that provides the U.S. Department of Labor’s official interpretive guidance on how the child labor provisions of the Fair Labor Standards Act apply in practice.
E1482335 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: Subpart G – General Statements of Interpretation of the Child Labor Provisions of the Fair Labor Standards Act of 1938, as Amended | Statement: [29 CFR Part 570, includes, Subpart G – General Statements of Interpretation of the Child Labor Provisions of the Fair Labor Standards Act of 1938, as Amended]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subpart G – General Statements of Interpretation of the Child Labor Provisions of the Fair Labor Standards Act of 1938, as Amended
Context triple: [29 CFR Part 570, includes, Subpart G – General Statements of Interpretation of the Child Labor Provisions of the Fair Labor Standards Act of 1938, as Amended]
  • A. 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.
  • B. 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.
  • C. Fair Labor Standards Amendments of 1974
    The Fair Labor Standards Amendments of 1974 were U.S. federal legislative changes that expanded minimum wage and overtime protections to additional categories of workers, including many public-sector and domestic employees.
  • D. Fair Labor Standards Amendments of 1949
    The Fair Labor Standards Amendments of 1949 were U.S. federal labor law revisions that expanded and strengthened minimum wage, overtime, and child labor protections originally established by the Fair Labor Standards Act of 1938.
  • E. Fair Labor Standards Amendments of 1966
    The Fair Labor Standards Amendments of 1966 were U.S. federal legislative changes that expanded minimum wage and overtime protections to additional categories of workers and industries under the Fair Labor Standards Act.
  • 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: Subpart G – General Statements of Interpretation of the Child Labor Provisions of the Fair Labor Standards Act of 1938, as Amended
Triple: [29 CFR Part 570, includes, Subpart G – General Statements of Interpretation of the Child Labor Provisions of the Fair Labor Standards Act of 1938, as Amended]
Generated description
Subpart G is a regulatory section that provides the U.S. Department of Labor’s official interpretive guidance on how the child labor provisions of the Fair Labor Standards Act apply in practice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subpart G – General Statements of Interpretation of the Child Labor Provisions of the Fair Labor Standards Act of 1938, as Amended
Target entity description: Subpart G is a regulatory section that provides the U.S. Department of Labor’s official interpretive guidance on how the child labor provisions of the Fair Labor Standards Act apply in practice.
  • A. 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.
  • B. 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.
  • C. Fair Labor Standards Amendments of 1974
    The Fair Labor Standards Amendments of 1974 were U.S. federal legislative changes that expanded minimum wage and overtime protections to additional categories of workers, including many public-sector and domestic employees.
  • D. Fair Labor Standards Amendments of 1949
    The Fair Labor Standards Amendments of 1949 were U.S. federal labor law revisions that expanded and strengthened minimum wage, overtime, and child labor protections originally established by the Fair Labor Standards Act of 1938.
  • E. Fair Labor Standards Amendments of 1966
    The Fair Labor Standards Amendments of 1966 were U.S. federal legislative changes that expanded minimum wage and overtime protections to additional categories of workers and industries under the Fair Labor Standards Act.
  • 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_69e0b51ff3748190935c0a513c62a12b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b11a2aec8190a60e53b90d0823b1 completed April 22, 2026, 11:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09bb4d8e34819084b8f3f172dd72e1 completed May 17, 2026, 12:57 p.m.
NEDg Description generation batch_6a09bea3994481908b7a782fd384603a completed May 17, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09bfa27d848190bb77d632359a11b3 completed May 17, 2026, 1:16 p.m.
Created at: April 16, 2026, 5:13 p.m.