Triple
T5188298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Thunder |
E117085
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
John Badham
John Badham is a British-American film director best known for popular movies such as "Saturday Night Fever," "WarGames," and "Short Circuit."
|
E502129
|
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: John Badham | Statement: [Blue Thunder, director, John Badham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Badham Context triple: [Blue Thunder, director, John Badham]
-
A.
Mark Robson
Mark Robson was a Canadian-born film editor-turned-director known for his work in Hollywood on acclaimed films from the 1940s through the 1960s.
-
B.
Roger Donaldson
Roger Donaldson is a New Zealand-born film director known for helming a range of high-profile thrillers and dramas in Hollywood, including titles like "No Way Out," "Thirteen Days," and "The World's Fastest Indian."
-
C.
Barry Sonnenfeld
Barry Sonnenfeld is an American filmmaker and cinematographer best known for directing the Men in Black trilogy and The Addams Family films.
-
D.
Ronald Neame
Ronald Neame was a British film director, producer, and cinematographer known for works such as "The Poseidon Adventure" and collaborations with Alec Guinness.
-
E.
Michael J. Anderson
Michael J. Anderson is an American actor best known for his distinctive roles in surreal television series such as Twin Peaks and Carnivàle.
- 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: John Badham Triple: [Blue Thunder, director, John Badham]
Generated description
John Badham is a British-American film director best known for popular movies such as "Saturday Night Fever," "WarGames," and "Short Circuit."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Badham Target entity description: John Badham is a British-American film director best known for popular movies such as "Saturday Night Fever," "WarGames," and "Short Circuit."
-
A.
Mark Robson
Mark Robson was a Canadian-born film editor-turned-director known for his work in Hollywood on acclaimed films from the 1940s through the 1960s.
-
B.
Roger Donaldson
Roger Donaldson is a New Zealand-born film director known for helming a range of high-profile thrillers and dramas in Hollywood, including titles like "No Way Out," "Thirteen Days," and "The World's Fastest Indian."
-
C.
Barry Sonnenfeld
Barry Sonnenfeld is an American filmmaker and cinematographer best known for directing the Men in Black trilogy and The Addams Family films.
-
D.
Ronald Neame
Ronald Neame was a British film director, producer, and cinematographer known for works such as "The Poseidon Adventure" and collaborations with Alec Guinness.
-
E.
Michael J. Anderson
Michael J. Anderson is an American actor best known for his distinctive roles in surreal television series such as Twin Peaks and Carnivàle.
- 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79c56280819085926316f7b520bc |
completed | March 20, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee08af954819080dbe7ea1ac6ddb0 |
completed | March 21, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69bee5fc0c408190b4ad4b77e0045182 |
completed | March 21, 2026, 6:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee6b954c08190a353ebcfe829888a |
completed | March 21, 2026, 6:43 p.m. |
Created at: March 20, 2026, 1:46 p.m.