Triple
T6814153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | About Last Night (1986 film) |
E156710
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Stuart Oken
Stuart Oken is an American theatrical and film producer best known for his work on major stage productions such as Disney’s The Lion King and other Broadway shows.
|
E622482
|
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 Oken | Statement: [About Last Night (1986 film), producer, Stuart Oken]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Oken Context triple: [About Last Night (1986 film), producer, Stuart Oken]
-
A.
Stuart Ostrow
Stuart Ostrow is an American theatrical producer and director best known for developing and producing influential Broadway musicals in the mid-20th century.
-
B.
Stuart Sanger
Stuart Sanger was one of the children of birth control activist and Planned Parenthood founder Margaret Sanger.
-
C.
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."
-
D.
Stuart Pankin
Stuart Pankin is an American character actor known for his comedic and supporting roles in film and television, including work in projects like the thriller "Fatal Attraction."
-
E.
Mark Okerstrom
Mark Okerstrom is a Canadian business executive best known for serving as the former CEO of Expedia Group.
- 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 Oken Triple: [About Last Night (1986 film), producer, Stuart Oken]
Generated description
Stuart Oken is an American theatrical and film producer best known for his work on major stage productions such as Disney’s The Lion King and other Broadway shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Oken Target entity description: Stuart Oken is an American theatrical and film producer best known for his work on major stage productions such as Disney’s The Lion King and other Broadway shows.
-
A.
Stuart Ostrow
Stuart Ostrow is an American theatrical producer and director best known for developing and producing influential Broadway musicals in the mid-20th century.
-
B.
Stuart Sanger
Stuart Sanger was one of the children of birth control activist and Planned Parenthood founder Margaret Sanger.
-
C.
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."
-
D.
Stuart Pankin
Stuart Pankin is an American character actor known for his comedic and supporting roles in film and television, including work in projects like the thriller "Fatal Attraction."
-
E.
Mark Okerstrom
Mark Okerstrom is a Canadian business executive best known for serving as the former CEO of Expedia Group.
- 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_69c68828b26c819090fe9df7612bbc27 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d32b012481909b73784899ec2a0d |
completed | March 27, 2026, 6:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723da8fe08190b507e569a2511f5a |
completed | March 28, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69c7266273fc8190acd2797981d3ca63 |
completed | March 28, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c726c382308190ba3fe630f90b3d38 |
completed | March 28, 2026, 12:54 a.m. |
Created at: March 27, 2026, 2:17 p.m.