Triple

T1580303
Position Surface form Disambiguated ID Type / Status
Subject Murray E33747 entity
Predicate hasNotableBearer P458 FINISHED
Object Murray Bookchin
Murray Bookchin was an American social theorist, political philosopher, and ecologist best known for developing the theory of social ecology and advocating libertarian municipalism.
E179960 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: Murray Bookchin | Statement: [Murray, hasNotableBearer, Murray Bookchin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murray Bookchin
Context triple: [Murray, hasNotableBearer, Murray Bookchin]
  • A. Paul Buhle
    Paul Buhle is an American historian and editor known for his work on radical politics, labor history, and comics, often exploring the intersection of leftist movements and popular culture.
  • B. John Ralston Saul
    John Ralston Saul is a Canadian philosopher, novelist, and public intellectual known for his critiques of globalization and advocacy for civic responsibility and democracy.
  • C. Max Pilger
    Max Pilger is a relatively obscure individual sharing the Pilger surname, with limited publicly available biographical or professional information.
  • D. Herbert Marcuse
    Herbert Marcuse was a German-American philosopher and critical theorist associated with the Frankfurt School, known for his critiques of advanced industrial society and influential works such as "One-Dimensional Man."
  • E. Robert Nisbet
    Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate 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: Murray Bookchin
Triple: [Murray, hasNotableBearer, Murray Bookchin]
Generated description
Murray Bookchin was an American social theorist, political philosopher, and ecologist best known for developing the theory of social ecology and advocating libertarian municipalism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murray Bookchin
Target entity description: Murray Bookchin was an American social theorist, political philosopher, and ecologist best known for developing the theory of social ecology and advocating libertarian municipalism.
  • A. Paul Buhle
    Paul Buhle is an American historian and editor known for his work on radical politics, labor history, and comics, often exploring the intersection of leftist movements and popular culture.
  • B. John Ralston Saul
    John Ralston Saul is a Canadian philosopher, novelist, and public intellectual known for his critiques of globalization and advocacy for civic responsibility and democracy.
  • C. Max Pilger
    Max Pilger is a relatively obscure individual sharing the Pilger surname, with limited publicly available biographical or professional information.
  • D. Herbert Marcuse
    Herbert Marcuse was a German-American philosopher and critical theorist associated with the Frankfurt School, known for his critiques of advanced industrial society and influential works such as "One-Dimensional Man."
  • E. Robert Nisbet
    Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate 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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908d78fe48190b155f85deca59639 completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4030dd408190af5423ca2a3507b7 completed March 8, 2026, 9:24 a.m.
NEDg Description generation batch_69ad42612ba08190b6eabae1a098a61c completed March 8, 2026, 9:33 a.m.
NED2 Entity disambiguation (via description) batch_69ad42edfa7c8190a23e9a31915db228 completed March 8, 2026, 9:35 a.m.
Created at: March 4, 2026, 7:27 p.m.