Triple
T2770981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Expendables (2010 film) |
E61454
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
David Callaham
David Callaham is an American screenwriter known for his work on major action and genre films, including co-writing the screenplay for "The Expendables" and contributing to projects like "Wonder Woman 1984" and "Shang-Chi and the Legend of the Ten Rings."
|
E301819
|
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: David Callaham | Statement: [The Expendables (2010 film), writer, David Callaham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Callaham Context triple: [The Expendables (2010 film), writer, David Callaham]
-
A.
Brian Callahan
Brian Callahan is an American football coach who became the head coach of the NFL's Tennessee Titans after previously serving as an offensive coordinator in the league.
-
B.
Cason J. Callaway
Cason J. Callaway was an American businessman and conservationist best known for creating the horticultural and recreational destination now known as Callaway Gardens in Georgia.
-
C.
W. Blake Herron
W. Blake Herron was an American screenwriter best known for co-writing the hit espionage thriller film "The Bourne Identity."
-
D.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
E.
Ed Scott
Ed Scott is a technology entrepreneur best known as a co-founder of BEA Systems, a major enterprise software company later acquired by Oracle.
- 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: David Callaham Triple: [The Expendables (2010 film), writer, David Callaham]
Generated description
David Callaham is an American screenwriter known for his work on major action and genre films, including co-writing the screenplay for "The Expendables" and contributing to projects like "Wonder Woman 1984" and "Shang-Chi and the Legend of the Ten Rings."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Callaham Target entity description: David Callaham is an American screenwriter known for his work on major action and genre films, including co-writing the screenplay for "The Expendables" and contributing to projects like "Wonder Woman 1984" and "Shang-Chi and the Legend of the Ten Rings."
-
A.
Brian Callahan
Brian Callahan is an American football coach who became the head coach of the NFL's Tennessee Titans after previously serving as an offensive coordinator in the league.
-
B.
Cason J. Callaway
Cason J. Callaway was an American businessman and conservationist best known for creating the horticultural and recreational destination now known as Callaway Gardens in Georgia.
-
C.
W. Blake Herron
W. Blake Herron was an American screenwriter best known for co-writing the hit espionage thriller film "The Bourne Identity."
-
D.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
E.
Ed Scott
Ed Scott is a technology entrepreneur best known as a co-founder of BEA Systems, a major enterprise software company later acquired by Oracle.
- 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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd6a23208190ba94c9a9f601a042 |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afce89a144819096f9230c8d95ce3f |
completed | March 10, 2026, 7:55 a.m. |
| NEDg | Description generation | batch_69afcf7cc6f08190aefbe07ef51f1928 |
completed | March 10, 2026, 7:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afcfd803848190921f73fe1b15a01b |
completed | March 10, 2026, 8:01 a.m. |
Created at: March 6, 2026, 9:57 p.m.