Triple
T17170749
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margo Lion |
E416724
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Bennett Zurofsky
Bennett Zurofsky is an American labor and civil rights attorney known for his work on behalf of unions, activists, and progressive causes.
|
E1261520
|
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: Bennett Zurofsky | Statement: [Margo Lion, spouse, Bennett Zurofsky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bennett Zurofsky Context triple: [Margo Lion, spouse, Bennett Zurofsky]
-
A.
Adam S. Posen
Adam S. Posen is an American economist known for his work on monetary policy and international economics, and for leading the Peterson Institute for International Economics.
-
B.
Bruce Feldman
Bruce Feldman is an American sports journalist and author best known for his in-depth coverage of college football and insider reporting on coaching and recruiting.
-
C.
Robert Engelman
Robert Engelman is a film producer known for his work on major Hollywood genre films, including action, science fiction, and fantasy projects.
-
D.
Bryan Goluboff
Bryan Goluboff is an American screenwriter and playwright best known for his work on the film adaptation of Jim Carroll’s memoir "The Basketball Diaries."
-
E.
Arnold Perlstein
Arnold Perlstein is a cautious, often nervous student known for his humorous reluctance to join Ms. Frizzle’s wild science adventures in The Magic School Bus series.
- 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: Bennett Zurofsky Triple: [Margo Lion, spouse, Bennett Zurofsky]
Generated description
Bennett Zurofsky is an American labor and civil rights attorney known for his work on behalf of unions, activists, and progressive causes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bennett Zurofsky Target entity description: Bennett Zurofsky is an American labor and civil rights attorney known for his work on behalf of unions, activists, and progressive causes.
-
A.
Adam S. Posen
Adam S. Posen is an American economist known for his work on monetary policy and international economics, and for leading the Peterson Institute for International Economics.
-
B.
Bruce Feldman
Bruce Feldman is an American sports journalist and author best known for his in-depth coverage of college football and insider reporting on coaching and recruiting.
-
C.
Robert Engelman
Robert Engelman is a film producer known for his work on major Hollywood genre films, including action, science fiction, and fantasy projects.
-
D.
Bryan Goluboff
Bryan Goluboff is an American screenwriter and playwright best known for his work on the film adaptation of Jim Carroll’s memoir "The Basketball Diaries."
-
E.
Arnold Perlstein
Arnold Perlstein is a cautious, often nervous student known for his humorous reluctance to join Ms. Frizzle’s wild science adventures in The Magic School Bus series.
- 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3fc097950819095631ee5679e03af |
completed | April 18, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180c5e2dc81909f843a07bbf7e41c |
completed | May 11, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_6a01823e29908190b4c5c2ecaf61151b |
completed | May 11, 2026, 7:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01829fb010819091199a639cde98d6 |
completed | May 11, 2026, 7:17 a.m. |
Created at: April 10, 2026, 5:37 a.m.