Triple

T522854
Position Surface form Disambiguated ID Type / Status
Subject Labor-Management Reporting and Disclosure Act of 1959 E10855 entity
Predicate containsTitle P3254 FINISHED
Object Title II Reporting by Labor Organizations, Officers and Employees
Title II Reporting by Labor Organizations, Officers and Employees is a section of the Labor-Management Reporting and Disclosure Act of 1959 that sets detailed financial reporting and disclosure requirements for labor unions and their officials to promote transparency and prevent corruption.
E10855 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: Title II Reporting by Labor Organizations, Officers and Employees | Statement: [Labor-Management Reporting and Disclosure Act of 1959, containsTitle, Title II Reporting by Labor Organizations, Officers and Employees]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title II Reporting by Labor Organizations, Officers and Employees
Context triple: [Labor-Management Reporting and Disclosure Act of 1959, containsTitle, Title II Reporting by Labor Organizations, Officers and Employees]
  • A. 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.
  • B. Office of Labor-Management Standards
    The Office of Labor-Management Standards is a division of the U.S. Department of Labor responsible for administering and enforcing laws governing union democracy, financial integrity, and transparency in labor organizations.
  • C. Office of the Solicitor of the U.S. Department of Labor
    The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
  • D. Office of Inspector General of the U.S. Department of Labor
    The Office of Inspector General of the U.S. Department of Labor is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote efficiency within the Department of Labor’s programs and operations.
  • E. Wage and Hour Division of the U.S. Department of Labor
    The Wage and Hour Division of the U.S. Department of Labor is a federal agency responsible for enforcing federal labor standards, including minimum wage, overtime pay, child labor protections, and related workplace laws.
  • 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: Title II Reporting by Labor Organizations, Officers and Employees
Triple: [Labor-Management Reporting and Disclosure Act of 1959, containsTitle, Title II Reporting by Labor Organizations, Officers and Employees]
Generated description
Title II Reporting by Labor Organizations, Officers and Employees is a section of the Labor-Management Reporting and Disclosure Act of 1959 that sets detailed financial reporting and disclosure requirements for labor unions and their officials to promote transparency and prevent corruption.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title II Reporting by Labor Organizations, Officers and Employees
Target entity description: Title II Reporting by Labor Organizations, Officers and Employees is a section of the Labor-Management Reporting and Disclosure Act of 1959 that sets detailed financial reporting and disclosure requirements for labor unions and their officials to promote transparency and prevent corruption.
  • A. Labor-Management Reporting and Disclosure Act of 1959 chosen
    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.
  • B. Office of Labor-Management Standards
    The Office of Labor-Management Standards is a division of the U.S. Department of Labor responsible for administering and enforcing laws governing union democracy, financial integrity, and transparency in labor organizations.
  • C. Office of the Solicitor of the U.S. Department of Labor
    The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
  • D. Office of Inspector General of the U.S. Department of Labor
    The Office of Inspector General of the U.S. Department of Labor is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to promote efficiency within the Department of Labor’s programs and operations.
  • E. Wage and Hour Division of the U.S. Department of Labor
    The Wage and Hour Division of the U.S. Department of Labor is a federal agency responsible for enforcing federal labor standards, including minimum wage, overtime pay, child labor protections, and related workplace laws.
  • F. None of above.

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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ab20f5288190aca34aacde60604b completed March 1, 2026, 9:09 p.m.
NEDg Description generation batch_69a4abcb4b0c8190b7fdad2d46b97a06 completed March 1, 2026, 9:12 p.m.
NED2 Entity disambiguation (via description) batch_69a4ada4ca5481909bbd62b55f10f4f9 completed March 1, 2026, 9:20 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.