Triple
T9578754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ray (film) |
E231114
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Stuart Benjamin
Stuart Benjamin is a film producer best known for his work on the biographical musical drama "Ray" about musician Ray Charles.
|
E809307
|
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: Stuart Benjamin | Statement: [Ray (film), producer, Stuart Benjamin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Benjamin Context triple: [Ray (film), producer, Stuart Benjamin]
-
A.
Stuart Sanger
Stuart Sanger was one of the children of birth control activist and Planned Parenthood founder Margaret Sanger.
-
B.
Stuart Blumberg
Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
-
C.
Stuart Ullman
Stuart Ullman is a minor character in Stephen King’s horror novel "The Shining," serving as the hotel manager who hires Jack Torrance as the winter caretaker of the Overlook Hotel.
-
D.
Stuart Baird
Stuart Baird is a British film editor and director renowned for his work on major Hollywood action and blockbuster films such as the James Bond and Lethal Weapon series.
-
E.
Stuart Zicherman
Stuart Zicherman is an American screenwriter and producer known for his work on films such as "Elektra" (2005) and various 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: Stuart Benjamin Triple: [Ray (film), producer, Stuart Benjamin]
Generated description
Stuart Benjamin is a film producer best known for his work on the biographical musical drama "Ray" about musician Ray Charles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Benjamin Target entity description: Stuart Benjamin is a film producer best known for his work on the biographical musical drama "Ray" about musician Ray Charles.
-
A.
Stuart Sanger
Stuart Sanger was one of the children of birth control activist and Planned Parenthood founder Margaret Sanger.
-
B.
Stuart Blumberg
Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
-
C.
Stuart Ullman
Stuart Ullman is a minor character in Stephen King’s horror novel "The Shining," serving as the hotel manager who hires Jack Torrance as the winter caretaker of the Overlook Hotel.
-
D.
Stuart Baird
Stuart Baird is a British film editor and director renowned for his work on major Hollywood action and blockbuster films such as the James Bond and Lethal Weapon series.
-
E.
Stuart Zicherman
Stuart Zicherman is an American screenwriter and producer known for his work on films such as "Elektra" (2005) and various 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_69ca848091c48190bc313d6620d09555 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99aece1081908287e03106de020f |
completed | April 1, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1615d093c8190940037e9e0842db5 |
completed | April 4, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69d161e6a1308190932c8386e1c24f2e |
completed | April 4, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d165a8c80081909e4d0837cbaabf95 |
completed | April 4, 2026, 7:25 p.m. |
Created at: March 30, 2026, 8:05 p.m.