Triple
T14400252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doc Hollywood |
E357050
|
entity |
| Predicate | basedOnAuthor |
P2806
|
FINISHED |
| Object |
Neil B. Shulman
Neil B. Shulman is an American physician and author best known for writing the novel that inspired the film "Doc Hollywood."
|
E1322126
|
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: Neil B. Shulman | Statement: [Doc Hollywood, basedOnAuthor, Neil B. Shulman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neil B. Shulman Context triple: [Doc Hollywood, basedOnAuthor, Neil B. Shulman]
-
A.
Jay O. Rothman
Jay O. Rothman is an American attorney and academic leader who serves as president of the University of Wisconsin System.
-
B.
David M. Rosenthal
David M. Rosenthal is an American film director and screenwriter known for his work in thrillers and character-driven dramas.
-
C.
Phillip M. Margolin
Phillip M. Margolin is an American author best known for his fast-paced legal thrillers drawing on his experience as a criminal defense attorney.
-
D.
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.
-
E.
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."
- 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: Neil B. Shulman Triple: [Doc Hollywood, basedOnAuthor, Neil B. Shulman]
Generated description
Neil B. Shulman is an American physician and author best known for writing the novel that inspired the film "Doc Hollywood."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neil B. Shulman Target entity description: Neil B. Shulman is an American physician and author best known for writing the novel that inspired the film "Doc Hollywood."
-
A.
Jay O. Rothman
Jay O. Rothman is an American attorney and academic leader who serves as president of the University of Wisconsin System.
-
B.
David M. Rosenthal
David M. Rosenthal is an American film director and screenwriter known for his work in thrillers and character-driven dramas.
-
C.
Phillip M. Margolin
Phillip M. Margolin is an American author best known for his fast-paced legal thrillers drawing on his experience as a criminal defense attorney.
-
D.
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.
-
E.
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."
- 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_69d827927c988190ad98bb0360981783 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de908500048190bb6a20fe318d5c62 |
completed | April 14, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03e224826081909acf33358b0f9fa9 |
completed | May 13, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_6a03e31092608190b3090a20c26def81 |
completed | May 13, 2026, 2:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03e36ae2988190b23f841792e23652 |
completed | May 13, 2026, 2:35 a.m. |
Created at: April 10, 2026, 1:17 a.m.