Triple
T2217617
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Focus Features |
E48067
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
James Schamus
James Schamus is an American screenwriter, producer, and former CEO of Focus Features, known for his collaborations with director Ang Lee on acclaimed films such as "Crouching Tiger, Hidden Dragon" and "Brokeback Mountain."
|
E249080
|
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: James Schamus | Statement: [Focus Features, foundedBy, James Schamus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Schamus Context triple: [Focus Features, foundedBy, James Schamus]
-
A.
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.
-
B.
Bud Yorkin
Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
-
C.
Rob Marshall
Rob Marshall is an American film and theater director and choreographer best known for movie musicals such as "Chicago," "Into the Woods," and "Mary Poppins Returns."
-
D.
David Frankel
David Frankel is an American film and television director best known for helming popular works such as "The Devil Wears Prada" and episodes of "Sex and the City."
-
E.
Sam Wood
Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
- 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: James Schamus Triple: [Focus Features, foundedBy, James Schamus]
Generated description
James Schamus is an American screenwriter, producer, and former CEO of Focus Features, known for his collaborations with director Ang Lee on acclaimed films such as "Crouching Tiger, Hidden Dragon" and "Brokeback Mountain."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Schamus Target entity description: James Schamus is an American screenwriter, producer, and former CEO of Focus Features, known for his collaborations with director Ang Lee on acclaimed films such as "Crouching Tiger, Hidden Dragon" and "Brokeback Mountain."
-
A.
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.
-
B.
Bud Yorkin
Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
-
C.
Rob Marshall
Rob Marshall is an American film and theater director and choreographer best known for movie musicals such as "Chicago," "Into the Woods," and "Mary Poppins Returns."
-
D.
David Frankel
David Frankel is an American film and television director best known for helming popular works such as "The Devil Wears Prada" and episodes of "Sex and the City."
-
E.
Sam Wood
Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
- 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_69a88aa1ee708190862c8c378c41e9eb |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc010bd4c8190ace293b37eac1de5 |
completed | March 7, 2026, 6:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6afc6dd881909dd51d8a18ab4c74 |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6ef1de2881908c7967c52b5c9db8 |
completed | March 9, 2026, 6:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6f4281508190b9e00155a3a68773 |
completed | March 9, 2026, 6:57 a.m. |
Created at: March 4, 2026, 7:46 p.m.