Triple

T8753205
Position Surface form Disambiguated ID Type / Status
Subject Janus v. AFSCME E208010 entity
Predicate respondent P2238 FINISHED
Object AFSCME Council 31
AFSCME Council 31 is the Illinois state council of the American Federation of State, County and Municipal Employees, a major public-sector labor union representing government and public service workers.
E755433 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: AFSCME Council 31 | Statement: [Janus v. AFSCME, respondent, AFSCME Council 31]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AFSCME Council 31
Context triple: [Janus v. AFSCME, respondent, AFSCME Council 31]
  • A. 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.
  • B. 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.
  • C. United Steelworkers of America
    The United Steelworkers of America is a major North American labor union representing workers primarily in the steel, manufacturing, and related industries.
  • D. International Association of Machinists
    The International Association of Machinists is a major North American labor union representing machinists and other industrial workers in sectors such as aerospace, transportation, and manufacturing.
  • E. UNITE HERE
    UNITE HERE is a North American labor union representing workers primarily in the hotel, gaming, food service, manufacturing, textile, distribution, laundry, and airport industries.
  • 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: AFSCME Council 31
Triple: [Janus v. AFSCME, respondent, AFSCME Council 31]
Generated description
AFSCME Council 31 is the Illinois state council of the American Federation of State, County and Municipal Employees, a major public-sector labor union representing government and public service workers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AFSCME Council 31
Target entity description: AFSCME Council 31 is the Illinois state council of the American Federation of State, County and Municipal Employees, a major public-sector labor union representing government and public service workers.
  • A. 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.
  • B. 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.
  • C. United Steelworkers of America
    The United Steelworkers of America is a major North American labor union representing workers primarily in the steel, manufacturing, and related industries.
  • D. International Association of Machinists
    The International Association of Machinists is a major North American labor union representing machinists and other industrial workers in sectors such as aerospace, transportation, and manufacturing.
  • E. UNITE HERE
    UNITE HERE is a North American labor union representing workers primarily in the hotel, gaming, food service, manufacturing, textile, distribution, laundry, and airport industries.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5dd714dc8190bccc4d52f988958d completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf4326d8cc8190900f5f91da6ef6c8 completed April 3, 2026, 4:33 a.m.
NEDg Description generation batch_69cf4462da648190a621397fa88dd4bd completed April 3, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf454c4d248190a925b15c23af1a24 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:39 p.m.