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.