Triple
T7600094
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murray Bookchin |
E179960
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Bookchin
Bookchin is a surname most notably associated with Murray Bookchin, an American social theorist and pioneer of social ecology and libertarian municipalism.
|
E674640
|
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: Bookchin | Statement: [Murray Bookchin, familyName, Bookchin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bookchin Context triple: [Murray Bookchin, familyName, Bookchin]
-
A.
David Hoberman
David Hoberman is an American film and television producer known for founding Mandeville Films and producing acclaimed movies such as "The Fighter."
-
B.
John Derbyshire
John Derbyshire is a British-born American writer and commentator known for his popular mathematics books and controversial political essays.
-
C.
Jonathan Bornstein
Jonathan Bornstein is an American soccer player and defender best known for his long career in Major League Soccer and appearances with the United States men's national team.
-
D.
Paul Berman
Paul Berman is an American writer and political essayist known for his analyses of liberalism, totalitarianism, and U.S. foreign policy in publications such as The New Republic.
-
E.
Franklin Foer
Franklin Foer is an American journalist and author best known for serving as editor of the political and cultural magazine The New Republic.
- 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: Bookchin Triple: [Murray Bookchin, familyName, Bookchin]
Generated description
Bookchin is a surname most notably associated with Murray Bookchin, an American social theorist and pioneer of social ecology and libertarian municipalism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bookchin Target entity description: Bookchin is a surname most notably associated with Murray Bookchin, an American social theorist and pioneer of social ecology and libertarian municipalism.
-
A.
David Hoberman
David Hoberman is an American film and television producer known for founding Mandeville Films and producing acclaimed movies such as "The Fighter."
-
B.
John Derbyshire
John Derbyshire is a British-born American writer and commentator known for his popular mathematics books and controversial political essays.
-
C.
Jonathan Bornstein
Jonathan Bornstein is an American soccer player and defender best known for his long career in Major League Soccer and appearances with the United States men's national team.
-
D.
Paul Berman
Paul Berman is an American writer and political essayist known for his analyses of liberalism, totalitarianism, and U.S. foreign policy in publications such as The New Republic.
-
E.
Franklin Foer
Franklin Foer is an American journalist and author best known for serving as editor of the political and cultural magazine The New Republic.
- 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_69c69f3487ec8190bf7acdf2dd91e6d6 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f9d7cb288190b40ff5c9a09297d9 |
completed | March 27, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c861ad08bc8190b3fc22109579a47d |
completed | March 28, 2026, 11:18 p.m. |
| NEDg | Description generation | batch_69c86239eb348190b5a0b83d280000e2 |
completed | March 28, 2026, 11:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c862a2f6808190942a22bf93994408 |
completed | March 28, 2026, 11:22 p.m. |
Created at: March 27, 2026, 3:53 p.m.