Triple
T15709458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dr. Leo Marvin |
E380799
|
entity |
| Predicate | createdBy |
P806
|
FINISHED |
| Object |
screenwriters Tom Schulman and Alvin Sargent
Screenwriters Tom Schulman and Alvin Sargent are acclaimed American writers best known for their work on character-driven films, including Oscar-winning screenplays such as "Dead Poets Society" (Schulman) and "Ordinary People" and "Julia" (Sargent).
|
E1172680
|
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: screenwriters Tom Schulman and Alvin Sargent | Statement: [Dr. Leo Marvin, createdBy, screenwriters Tom Schulman and Alvin Sargent]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: screenwriters Tom Schulman and Alvin Sargent Context triple: [Dr. Leo Marvin, createdBy, screenwriters Tom Schulman and Alvin Sargent]
-
A.
screenwriter William Roberts
William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven."
-
B.
Chris Terrio
Chris Terrio is an American screenwriter and director best known for his Academy Award–winning screenplay for the film "Argo" and his work on major franchise films like "Batman v Superman: Dawn of Justice" and "Star Wars: The Rise of Skywalker."
-
C.
Zak Penn
Zak Penn is an American screenwriter and director known for his work on major science fiction and superhero films such as "The Avengers," "X2," and "Ready Player One."
-
D.
Robert Towne
Robert Towne is an acclaimed American screenwriter and director best known for writing the Oscar-winning screenplay for "Chinatown" and contributing to several other landmark films of the New Hollywood era.
-
E.
Aaron Sorkin
Aaron Sorkin is an American screenwriter, playwright, and director renowned for his fast-paced, dialogue-driven dramas in film, television, and theater.
- 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: screenwriters Tom Schulman and Alvin Sargent Triple: [Dr. Leo Marvin, createdBy, screenwriters Tom Schulman and Alvin Sargent]
Generated description
Screenwriters Tom Schulman and Alvin Sargent are acclaimed American writers best known for their work on character-driven films, including Oscar-winning screenplays such as "Dead Poets Society" (Schulman) and "Ordinary People" and "Julia" (Sargent).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: screenwriters Tom Schulman and Alvin Sargent Target entity description: Screenwriters Tom Schulman and Alvin Sargent are acclaimed American writers best known for their work on character-driven films, including Oscar-winning screenplays such as "Dead Poets Society" (Schulman) and "Ordinary People" and "Julia" (Sargent).
-
A.
screenwriter William Roberts
William Roberts was an American screenwriter best known for writing the screenplay for the classic Western film "The Magnificent Seven."
-
B.
Chris Terrio
Chris Terrio is an American screenwriter and director best known for his Academy Award–winning screenplay for the film "Argo" and his work on major franchise films like "Batman v Superman: Dawn of Justice" and "Star Wars: The Rise of Skywalker."
-
C.
Zak Penn
Zak Penn is an American screenwriter and director known for his work on major science fiction and superhero films such as "The Avengers," "X2," and "Ready Player One."
-
D.
Robert Towne
Robert Towne is an acclaimed American screenwriter and director best known for writing the Oscar-winning screenplay for "Chinatown" and contributing to several other landmark films of the New Hollywood era.
-
E.
Aaron Sorkin
Aaron Sorkin is an American screenwriter, playwright, and director renowned for his fast-paced, dialogue-driven dramas in film, television, and theater.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f8d8b648190842c635f2ae7bfa4 |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff757b7e0c81909b32aecc093c93e4 |
completed | May 9, 2026, 5:57 p.m. |
| NEDg | Description generation | batch_69ff76deb1948190bc49825719ac97d5 |
completed | May 9, 2026, 6:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff77642ba4819095c1acc65da06135 |
completed | May 9, 2026, 6:05 p.m. |
Created at: April 10, 2026, 4:45 a.m.