Triple
T9778013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gods and Monsters (1998 film) |
E237293
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
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."
|
E840177
|
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: Gregory H. Shapiro | Statement: [Gods and Monsters (1998 film), producer, Gregory H. Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gregory H. Shapiro Context triple: [Gods and Monsters (1998 film), producer, Gregory H. Shapiro]
-
A.
Jesse M. Shapiro
Jesse M. Shapiro is an American economist known for his influential research on media, political economy, and applied microeconomics.
-
B.
L. William Seidman
L. William Seidman was an American economist, businessman, and government official best known for chairing the Federal Deposit Insurance Corporation (FDIC) and leading the Resolution Trust Corporation during the U.S. savings and loan crisis.
-
C.
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.
-
D.
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.
-
E.
Ronald M. Cohen
Ronald M. Cohen was an American screenwriter known for his work on politically charged and socially conscious films and television projects.
- 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: Gregory H. Shapiro Triple: [Gods and Monsters (1998 film), producer, Gregory H. Shapiro]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gregory H. Shapiro Target entity description: 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."
-
A.
Jesse M. Shapiro
Jesse M. Shapiro is an American economist known for his influential research on media, political economy, and applied microeconomics.
-
B.
L. William Seidman
L. William Seidman was an American economist, businessman, and government official best known for chairing the Federal Deposit Insurance Corporation (FDIC) and leading the Resolution Trust Corporation during the U.S. savings and loan crisis.
-
C.
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.
-
D.
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.
-
E.
Ronald M. Cohen
Ronald M. Cohen was an American screenwriter known for his work on politically charged and socially conscious films and television projects.
- 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_69ca84d975a08190aab25b02a89bdab3 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda13545808190a47544b0cc666e20 |
completed | April 1, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b5aab5408190aacdc310222bb85b |
completed | April 5, 2026, 7:19 p.m. |
| NEDg | Description generation | batch_69d2b741cad481909f04e2f8da68753c |
completed | April 5, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2b805afa08190a43745d764a75050 |
completed | April 5, 2026, 7:29 p.m. |
Created at: March 30, 2026, 8:26 p.m.