Triple

T1751439
Position Surface form Disambiguated ID Type / Status
Subject American Federation of Teachers E38450 entity
Predicate hasPublication P80 FINISHED
Object American Educator
American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
E196956 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 Educator | Statement: [American Federation of Teachers, hasPublication, American Educator]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Educator
Context triple: [American Federation of Teachers, hasPublication, American Educator]
  • A. I School
    The I School is the School of Information at the University of California, Berkeley, specializing in the study and design of information, data, and technology in their social context.
  • B. The Faculty
    The Faculty is a 1998 science fiction horror film about high school students who discover their teachers are being taken over by alien parasites.
  • C. In School
    In School is a non-fiction book by former NHL goaltender and Canadian politician Ken Dryden that examines the challenges and possibilities of the modern education system.
  • D. Dead Poets Society
    Dead Poets Society is a 1989 American drama film about an unorthodox English teacher who inspires his students to embrace poetry, individuality, and "carpe diem" at a conservative boarding school.
  • E. Mr. Holland's Opus
    Mr. Holland's Opus is a 1995 drama film about a dedicated music teacher whose lifelong dream of composing is reshaped by the profound impact he has on his students.
  • 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 Educator
Triple: [American Federation of Teachers, hasPublication, American Educator]
Generated description
American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Educator
Target entity description: American Educator is a quarterly professional journal published by the American Federation of Teachers that features research-based articles and commentary on education practice and policy.
  • A. I School
    The I School is the School of Information at the University of California, Berkeley, specializing in the study and design of information, data, and technology in their social context.
  • B. The Faculty
    The Faculty is a 1998 science fiction horror film about high school students who discover their teachers are being taken over by alien parasites.
  • C. In School
    In School is a non-fiction book by former NHL goaltender and Canadian politician Ken Dryden that examines the challenges and possibilities of the modern education system.
  • D. Dead Poets Society
    Dead Poets Society is a 1989 American drama film about an unorthodox English teacher who inspires his students to embrace poetry, individuality, and "carpe diem" at a conservative boarding school.
  • E. Mr. Holland's Opus
    Mr. Holland's Opus is a 1995 drama film about a dedicated music teacher whose lifelong dream of composing is reshaped by the profound impact he has on his students.
  • 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6411cc788190a052b029dbffa7ca completed March 6, 2026, 5:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0e40cb88190953c639ee2464a54 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a2fb9481909d9ed587921ca6b6 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada4e28830819082ed7facee14587f completed March 8, 2026, 4:33 p.m.
Created at: March 4, 2026, 7:31 p.m.