Triple
T21250970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robin Hood: Men in Tights |
E523742
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
J. David Shapiro
J. David Shapiro is an American screenwriter and filmmaker best known for his work on comedy films and for co-writing the critically panned sci-fi movie "Battlefield Earth."
|
E1491776
|
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: J. David Shapiro | Statement: [Robin Hood: Men in Tights, writer, J. David Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: J. David Shapiro Context triple: [Robin Hood: Men in Tights, writer, J. David Shapiro]
-
A.
James A. Shapiro
James A. Shapiro is an American molecular biologist known for his work on bacterial genetics and his advocacy of natural genetic engineering as a key mechanism in evolution.
-
B.
Gregory H. Shapiro
Gregory H. Shapiro is an American film producer known for his work on critically acclaimed dramas and independent films, including the Oscar-winning "The Hurt Locker."
-
C.
Robert Shapiro
Robert Shapiro is a high-profile American defense attorney best known for being part of O. J. Simpson’s legal “Dream Team” during Simpson’s 1995 murder trial.
-
D.
Neil B. Shulman
Neil B. Shulman is an American physician and author best known for writing the novel that inspired the film "Doc Hollywood."
-
E.
James D. Stern
James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
- 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: J. David Shapiro Triple: [Robin Hood: Men in Tights, writer, J. David Shapiro]
Generated description
J. David Shapiro is an American screenwriter and filmmaker best known for his work on comedy films and for co-writing the critically panned sci-fi movie "Battlefield Earth."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: J. David Shapiro Target entity description: J. David Shapiro is an American screenwriter and filmmaker best known for his work on comedy films and for co-writing the critically panned sci-fi movie "Battlefield Earth."
-
A.
James A. Shapiro
James A. Shapiro is an American molecular biologist known for his work on bacterial genetics and his advocacy of natural genetic engineering as a key mechanism in evolution.
-
B.
Gregory H. Shapiro
Gregory H. Shapiro is an American film producer known for his work on critically acclaimed dramas and independent films, including the Oscar-winning "The Hurt Locker."
-
C.
Robert Shapiro
Robert Shapiro is a high-profile American defense attorney best known for being part of O. J. Simpson’s legal “Dream Team” during Simpson’s 1995 murder trial.
-
D.
Neil B. Shulman
Neil B. Shulman is an American physician and author best known for writing the novel that inspired the film "Doc Hollywood."
-
E.
James D. Stern
James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
- 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_69e0b5146c108190adc9adb73e90abff |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7359e90d881909b3153f1e7213c5c |
completed | April 21, 2026, 8:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09f65d716c81908ccf2f8732892e33 |
completed | May 17, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_6a09f78a3d788190b4b19f3b6463550e |
completed | May 17, 2026, 5:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f825b02c819096f57b1dba02ded2 |
completed | May 17, 2026, 5:17 p.m. |
Created at: April 16, 2026, 3:56 p.m.