Triple

T7557960
Position Surface form Disambiguated ID Type / Status
Subject Actors' Equity Association E178719 entity
Predicate affiliation P10 FINISHED
Object Department for Professional Employees, AFL–CIO
The Department for Professional Employees, AFL–CIO is a coalition within the AFL–CIO that represents and advocates for the interests of professional and white-collar workers across a wide range of unions and industries.
E672654 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: Department for Professional Employees, AFL–CIO | Statement: [Actors' Equity Association, affiliation, Department for Professional Employees, AFL–CIO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department for Professional Employees, AFL–CIO
Context triple: [Actors' Equity Association, affiliation, Department for Professional Employees, AFL–CIO]
  • A. AFL–CIO
    The AFL–CIO is the largest federation of labor unions in the United States, formed by the merger of major labor organizations and representing millions of workers across diverse industries.
  • B. American Federation of State, County and Municipal Employees
    The American Federation of State, County and Municipal Employees (AFSCME) is a major U.S. labor union representing public sector workers such as government employees, sanitation workers, and healthcare staff.
  • C. AFSCME Local 1733
    AFSCME Local 1733 is the Memphis municipal workers’ union best known for leading the 1968 sanitation workers’ strike that became a landmark event in the civil rights and labor movements.
  • D. 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.
  • E. Office of the Assistant Secretaries of Labor
    The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
  • 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: Department for Professional Employees, AFL–CIO
Triple: [Actors' Equity Association, affiliation, Department for Professional Employees, AFL–CIO]
Generated description
The Department for Professional Employees, AFL–CIO is a coalition within the AFL–CIO that represents and advocates for the interests of professional and white-collar workers across a wide range of unions and industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department for Professional Employees, AFL–CIO
Target entity description: The Department for Professional Employees, AFL–CIO is a coalition within the AFL–CIO that represents and advocates for the interests of professional and white-collar workers across a wide range of unions and industries.
  • A. AFL–CIO
    The AFL–CIO is the largest federation of labor unions in the United States, formed by the merger of major labor organizations and representing millions of workers across diverse industries.
  • B. American Federation of State, County and Municipal Employees
    The American Federation of State, County and Municipal Employees (AFSCME) is a major U.S. labor union representing public sector workers such as government employees, sanitation workers, and healthcare staff.
  • C. AFSCME Local 1733
    AFSCME Local 1733 is the Memphis municipal workers’ union best known for leading the 1968 sanitation workers’ strike that became a landmark event in the civil rights and labor movements.
  • D. 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.
  • E. Office of the Assistant Secretaries of Labor
    The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
  • 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_69c69f2da22c8190a50942ac20af70e8 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8db3d508190850ed41854d69838 completed March 27, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856c833288190842c41e9010d56de completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c8575116c481909aa2bebb997e2883 completed March 28, 2026, 10:33 p.m.
NED2 Entity disambiguation (via description) batch_69c857d522dc8190ae3c4734ac428334 completed March 28, 2026, 10:36 p.m.
Created at: March 27, 2026, 3:50 p.m.