Triple
T1809573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Troop Zero |
E40299
|
entity |
| Predicate | cinematographer |
P1953
|
FINISHED |
| Object |
James Whitaker
James Whitaker is a film cinematographer known for his work on feature films such as the comedy-drama "Troop Zero."
|
E216471
|
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 Whitaker | Statement: [Troop Zero, cinematographer, James Whitaker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Whitaker Context triple: [Troop Zero, cinematographer, James Whitaker]
-
A.
Mark Whitacre
Mark Whitacre is a real-life American whistleblower and former corporate executive whose story of exposing price-fixing at Archer Daniels Midland was dramatized in the film "The Informant!".
-
B.
Mark Schweiker
Mark Schweiker is an American politician who served as the 44th governor of Pennsylvania in the early 2000s.
-
C.
Richard Priebus
Richard Priebus is the father of former Republican National Committee chairman and White House Chief of Staff Reince Priebus.
-
D.
Benjamin A. Smith III
Benjamin A. Smith III is an individual known primarily as the son and namesake of Benjamin A. Smith II.
-
E.
Mike Richardson
Mike Richardson is an American comic book publisher and film producer best known as the founder of Dark Horse Comics and for producing numerous comic-based films and 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: James Whitaker Triple: [Troop Zero, cinematographer, James Whitaker]
Generated description
James Whitaker is a film cinematographer known for his work on feature films such as the comedy-drama "Troop Zero."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Whitaker Target entity description: James Whitaker is a film cinematographer known for his work on feature films such as the comedy-drama "Troop Zero."
-
A.
Mark Whitacre
Mark Whitacre is a real-life American whistleblower and former corporate executive whose story of exposing price-fixing at Archer Daniels Midland was dramatized in the film "The Informant!".
-
B.
Mark Schweiker
Mark Schweiker is an American politician who served as the 44th governor of Pennsylvania in the early 2000s.
-
C.
Richard Priebus
Richard Priebus is the father of former Republican National Committee chairman and White House Chief of Staff Reince Priebus.
-
D.
Benjamin A. Smith III
Benjamin A. Smith III is an individual known primarily as the son and namesake of Benjamin A. Smith II.
-
E.
Mike Richardson
Mike Richardson is an American comic book publisher and film producer best known as the founder of Dark Horse Comics and for producing numerous comic-based films and 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_69a88643a3388190a612f2ebe1fb29e7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65c310d88190bfd9c27fa238e648 |
completed | March 6, 2026, 5:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3c192f08190a1a134e541be1103 |
completed | March 8, 2026, 10:10 p.m. |
| NEDg | Description generation | batch_69adf5b31274819086c266c1a8ba2cd8 |
completed | March 8, 2026, 10:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf6108c988190b992de20cf287da7 |
completed | March 8, 2026, 10:20 p.m. |
Created at: March 4, 2026, 7:32 p.m.