Triple
T7594863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Living Daylights |
E179832
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Brad Whitaker
Brad Whitaker is a fictional American arms dealer and self-styled military strategist who serves as one of the main antagonists in the James Bond film "The Living Daylights."
|
E679259
|
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: Brad Whitaker | Statement: [The Living Daylights, featuresCharacter, Brad Whitaker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brad Whitaker Context triple: [The Living Daylights, featuresCharacter, Brad Whitaker]
-
A.
Brad Whitaker
Brad Whitaker is a mild-mannered stepfather whose attempts to maintain a harmonious blended family are comically upended by the arrival of both his and his co-dad’s fathers in the holiday comedy film "Daddy’s Home 2."
-
B.
Jack Whitaker
Jack Whitaker was an American sportscaster and television host known for his eloquent commentary on major events, including NFL games, golf tournaments, and horse racing.
-
C.
Jim Whitaker
Jim Whitaker is an American film producer known for his work on major studio projects, including Disney live-action features.
-
D.
Bill Taylor
Bill Taylor is an American entrepreneur, author, and business journalist best known as the cofounder and longtime editor of the business media brand Fast Company.
-
E.
John Farson
John Farson was a prominent Oak Park, Illinois businessman and civic leader best known as the original owner and namesake of the architecturally significant Pleasant Home mansion.
- 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: Brad Whitaker Triple: [The Living Daylights, featuresCharacter, Brad Whitaker]
Generated description
Brad Whitaker is a fictional American arms dealer and self-styled military strategist who serves as one of the main antagonists in the James Bond film "The Living Daylights."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brad Whitaker Target entity description: Brad Whitaker is a fictional American arms dealer and self-styled military strategist who serves as one of the main antagonists in the James Bond film "The Living Daylights."
-
A.
Brad Whitaker
Brad Whitaker is a mild-mannered stepfather whose attempts to maintain a harmonious blended family are comically upended by the arrival of both his and his co-dad’s fathers in the holiday comedy film "Daddy’s Home 2."
-
B.
Jack Whitaker
Jack Whitaker was an American sportscaster and television host known for his eloquent commentary on major events, including NFL games, golf tournaments, and horse racing.
-
C.
Jim Whitaker
Jim Whitaker is an American film producer known for his work on major studio projects, including Disney live-action features.
-
D.
Bill Taylor
Bill Taylor is an American entrepreneur, author, and business journalist best known as the cofounder and longtime editor of the business media brand Fast Company.
-
E.
John Farson
John Farson was a prominent Oak Park, Illinois businessman and civic leader best known as the original owner and namesake of the architecturally significant Pleasant Home mansion.
- 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_69c69f3487ec8190bf7acdf2dd91e6d6 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f9bbcd8081909a229d7faa2ffdc8 |
completed | March 27, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89a957e2881909c7592f673bea26f |
completed | March 29, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c89b5b42dc8190972569b510d2efcd |
completed | March 29, 2026, 3:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89c56d9688190bd14badc319f9c44 |
completed | March 29, 2026, 3:28 a.m. |
Created at: March 27, 2026, 3:53 p.m.