Triple

T4023568

Position	Surface form	Disambiguated ID	Type / Status
Subject	Memphis sanitation workers' strike	`E91336`	entity
Predicate	hasParticipant	`P149`	FINISHED
Object	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.	`E406873`	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: American Federation of State, County and Municipal Employees | Statement: [Memphis sanitation workers' strike, hasParticipant, American Federation of State, County and Municipal Employees]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: American Federation of State, County and Municipal Employees
Context triple: [Memphis sanitation workers' strike, hasParticipant, American Federation of State, County and Municipal Employees]

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 Teachers
The American Federation of Teachers is a major U.S. labor union representing educators and other school-related professionals, advocating for workers’ rights, public education, and social justice.
C. Norwegian Union of Municipal and General Employees
The Norwegian Union of Municipal and General Employees is one of Norway’s largest trade unions, representing workers primarily in municipal, public, and related service sectors.
D. AASA
AASA is the senior civilian official who serves as the principal administrative advisor and executive manager for the U.S. Secretary of the Army.
E. United Public Workers of America
United Public Workers of America was a labor union representing government and public-sector employees in the United States.
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: American Federation of State, County and Municipal Employees
Triple: [Memphis sanitation workers' strike, hasParticipant, American Federation of State, County and Municipal Employees]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: American Federation of State, County and Municipal Employees
Target entity description: 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.

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 Teachers
The American Federation of Teachers is a major U.S. labor union representing educators and other school-related professionals, advocating for workers’ rights, public education, and social justice.
C. Norwegian Union of Municipal and General Employees
The Norwegian Union of Municipal and General Employees is one of Norway’s largest trade unions, representing workers primarily in municipal, public, and related service sectors.
D. AASA
AASA is the senior civilian official who serves as the principal administrative advisor and executive manager for the U.S. Secretary of the Army.
E. United Public Workers of America
United Public Workers of America was a labor union representing government and public-sector employees in the United States.
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_69aed9618b04819081750d979d2af098`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aeface7a788190a0e4e549a6816f91`	completed	March 9, 2026, 4:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b54c82a33881908eb1b53331b10791`	completed	March 14, 2026, 11:54 a.m.
NEDg	Description generation	`batch_69b54d41fa008190972411203c8a07f2`	completed	March 14, 2026, 11:57 a.m.
NED2	Entity disambiguation (via description)	`batch_69b54deeeac881909cc951927e51111f`	completed	March 14, 2026, noon

Created at: March 9, 2026, 3:35 p.m.