Triple

T296934
Position Surface form Disambiguated ID Type / Status
Subject American Federation of Labor E6111 entity
Predicate notableAffiliatedUnion P629 FINISHED
Object 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.
E38450 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 Teachers | Statement: [American Federation of Labor, notableAffiliatedUnion, American Federation of Teachers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Federation of Teachers
Context triple: [American Federation of Labor, notableAffiliatedUnion, American Federation of Teachers]
  • A. American Federation of Labor
    The American Federation of Labor was a major U.S. national federation of labor unions, founded in 1886, that focused on organizing skilled workers and advocating for practical economic gains through collective bargaining.
  • B. United Auto Workers
    The United Auto Workers is a major American labor union representing workers in the automobile, aerospace, and other manufacturing industries, known for its influential role in collective bargaining and labor rights.
  • C. United States Department of Education
    The United States Department of Education is a federal executive agency responsible for establishing national education policy, administering federal financial aid, and overseeing and accrediting educational institutions across the country.
  • D. Harvard Graduate School of Education
    The Harvard Graduate School of Education is a leading graduate institution dedicated to research, policy, and practice in education, known for shaping influential educators and education leaders worldwide.
  • E. Board of Education
    The Board of Education is the elected or appointed body responsible for setting policies, overseeing administration, and guiding the educational direction of a public school district.
  • 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 Teachers
Triple: [American Federation of Labor, notableAffiliatedUnion, American Federation of Teachers]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Federation of Teachers
Target entity description: 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.
  • A. American Federation of Labor
    The American Federation of Labor was a major U.S. national federation of labor unions, founded in 1886, that focused on organizing skilled workers and advocating for practical economic gains through collective bargaining.
  • B. United Auto Workers
    The United Auto Workers is a major American labor union representing workers in the automobile, aerospace, and other manufacturing industries, known for its influential role in collective bargaining and labor rights.
  • C. United States Department of Education
    The United States Department of Education is a federal executive agency responsible for establishing national education policy, administering federal financial aid, and overseeing and accrediting educational institutions across the country.
  • D. Harvard Graduate School of Education
    The Harvard Graduate School of Education is a leading graduate institution dedicated to research, policy, and practice in education, known for shaping influential educators and education leaders worldwide.
  • E. Board of Education
    The Board of Education is the elected or appointed body responsible for setting policies, overseeing administration, and guiding the educational direction of a public school district.
  • 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_69a2e79114b081909490b3bf5a5dbb51 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ee002dd0819080f0841eb9107ee3 completed Feb. 28, 2026, 1:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3a88a27648190a691c62f0361fd90 completed March 1, 2026, 2:46 a.m.
NEDg Description generation batch_69a3a90299888190b7f88d6411531823 completed March 1, 2026, 2:48 a.m.
NED2 Entity disambiguation (via description) batch_69a3a96d153081909fab6bace45206ec completed March 1, 2026, 2:50 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.