Triple

T4094802
Position Surface form Disambiguated ID Type / Status
Subject South End Press E87787 entity
Predicate hasAuthorPublished P44842 FINISHED
Object Ward Churchill
Ward Churchill is a controversial American author, activist, and former ethnic studies professor known for his writings on Indigenous rights, U.S. imperialism, and critiques of government policy.
 E413448 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: Ward Churchill | Statement: [South End Press, hasAuthorPublished, Ward Churchill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ward Churchill
Context triple: [South End Press, hasAuthorPublished, Ward Churchill]
  • A. David Ray Roberts
    David Ray Roberts is a former Major League Baseball outfielder and current manager, best known for his pivotal stolen base in the 2004 ALCS with the Boston Red Sox and for managing the Los Angeles Dodgers.
  • B. Fred McMullin
    Fred McMullin was a utility infielder for the Chicago White Sox best known for his role as one of the eight players implicated in the 1919 Black Sox Scandal.
  • C. Richard Madsen
    Richard Madsen is an American sociologist and scholar of Chinese society and culture, known for his influential work on religion, morality, and modernity, often in collaboration with Robert N. Bellah.
  • D. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • E. Donald W. Reynolds
    Donald W. Reynolds was an American media entrepreneur and philanthropist who built a vast newspaper and broadcasting empire and endowed numerous educational and cultural institutions.
  • 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: Ward Churchill
Triple: [South End Press, hasAuthorPublished, Ward Churchill]
Generated description
Ward Churchill is a controversial American author, activist, and former ethnic studies professor known for his writings on Indigenous rights, U.S. imperialism, and critiques of government policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ward Churchill
Target entity description: Ward Churchill is a controversial American author, activist, and former ethnic studies professor known for his writings on Indigenous rights, U.S. imperialism, and critiques of government policy.
  • A. David Ray Roberts
    David Ray Roberts is a former Major League Baseball outfielder and current manager, best known for his pivotal stolen base in the 2004 ALCS with the Boston Red Sox and for managing the Los Angeles Dodgers.
  • B. Fred McMullin
    Fred McMullin was a utility infielder for the Chicago White Sox best known for his role as one of the eight players implicated in the 1919 Black Sox Scandal.
  • C. Richard Madsen
    Richard Madsen is an American sociologist and scholar of Chinese society and culture, known for his influential work on religion, morality, and modernity, often in collaboration with Robert N. Bellah.
  • D. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • E. Donald W. Reynolds
    Donald W. Reynolds was an American media entrepreneur and philanthropist who built a vast newspaper and broadcasting empire and endowed numerous educational and cultural institutions.
  • 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_69aed94564cc8190a9c1457daedb6e7f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefcdc1ce08190922f55f812b0fda3 completed March 9, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b6f8bb081908aa2d126fe3c9502 completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56f3cf1d081908e2fb778433fb2e8 completed March 14, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_69b56f99d490819093f92b4db63c5375 completed March 14, 2026, 2:24 p.m.
Created at: March 9, 2026, 3:40 p.m.