Triple

T19202724

Position	Surface form	Disambiguated ID	Type / Status
Subject	2011 Wisconsin protests	`E480148`	entity
Predicate	organizer	`P123`	FINISHED
Object	Wisconsin Education Association Council The Wisconsin Education Association Council is a major statewide teachers' union in Wisconsin that represents educators' interests and advocates for public education policy.	`E1365192`	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: Wisconsin Education Association Council | Statement: [2011 Wisconsin protests, organizer, Wisconsin Education Association Council]

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

Target entity: Wisconsin Education Association Council
Context triple: [2011 Wisconsin protests, organizer, Wisconsin Education Association Council]

A. Chicago Teachers Union
The Chicago Teachers Union is a labor union representing educators and support staff in Chicago Public Schools, known for its influential role in collective bargaining and education policy advocacy.
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. Chicago Teachers' Federation
The Chicago Teachers' Federation is a historic labor organization representing public school teachers in Chicago, known for its early advocacy for educators' rights and public education reform.
D. Wisconsin Cooperative Educational Service Agencies
Wisconsin Cooperative Educational Service Agencies are regional organizations in Wisconsin that provide shared educational services, support, and resources to school districts to improve instruction and operational efficiency.
E. National Education Association
The National Education Association is the largest professional organization and labor union representing public school teachers and other education professionals 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: Wisconsin Education Association Council
Triple: [2011 Wisconsin protests, organizer, Wisconsin Education Association Council]

Generated description

The Wisconsin Education Association Council is a major statewide teachers' union in Wisconsin that represents educators' interests and advocates for public education policy.

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

Target entity: Wisconsin Education Association Council
Target entity description: The Wisconsin Education Association Council is a major statewide teachers' union in Wisconsin that represents educators' interests and advocates for public education policy.

A. Chicago Teachers Union
The Chicago Teachers Union is a labor union representing educators and support staff in Chicago Public Schools, known for its influential role in collective bargaining and education policy advocacy.
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. Chicago Teachers' Federation
The Chicago Teachers' Federation is a historic labor organization representing public school teachers in Chicago, known for its early advocacy for educators' rights and public education reform.
D. Wisconsin Cooperative Educational Service Agencies
Wisconsin Cooperative Educational Service Agencies are regional organizations in Wisconsin that provide shared educational services, support, and resources to school districts to improve instruction and operational efficiency.
E. National Education Association
The National Education Association is the largest professional organization and labor union representing public school teachers and other education professionals 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_69d8e8cb8c348190b52075823911c869`	completed	April 10, 2026, 12:10 p.m.
NER	Named-entity recognition	`batch_69e5f99a571c8190a1d53eb1994e0058`	completed	April 20, 2026, 10:02 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0700de73948190a22ce83fa351f099`	completed	May 15, 2026, 11:17 a.m.
NEDg	Description generation	`batch_6a07028a76ec8190a73f5ad24d380855`	completed	May 15, 2026, 11:24 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0703248b748190b683455342da7238`	completed	May 15, 2026, 11:27 a.m.

Created at: April 10, 2026, 1:12 p.m.