Triple
T12374427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Masterminds |
E295084
|
entity |
| Predicate | characterBasedOn |
P2004
|
FINISHED |
| Object |
David Ghantt
David Ghantt is a former armored car driver whose real-life involvement in the 1997 Loomis Fargo robbery inspired the main character in the comedy film "Masterminds."
|
E1005207
|
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 Ghantt | Statement: [Masterminds, characterBasedOn, David Ghantt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Ghantt Context triple: [Masterminds, characterBasedOn, David Ghantt]
-
A.
Dan Wootton
Dan Wootton is a New Zealand-born British journalist and broadcaster known for his outspoken, often controversial commentary on politics and popular culture.
-
B.
Charles Guggenheim
Charles Guggenheim was an American documentary filmmaker renowned for his politically engaged and historically focused films, earning multiple Academy Awards over his career.
-
C.
Robert Mann
Robert Mann was a 19th-century American man best known as the son of influential education reformer Horace Mann.
-
D.
John McDonough
John McDonough was an American football official best known for serving as the referee in Super Bowl IV.
-
E.
Hank Corwin
Hank Corwin is an acclaimed American film editor known for his impressionistic, nonlinear cutting style on films such as The Tree of Life, The Big Short, and Vice.
- 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 Ghantt Triple: [Masterminds, characterBasedOn, David Ghantt]
Generated description
David Ghantt is a former armored car driver whose real-life involvement in the 1997 Loomis Fargo robbery inspired the main character in the comedy film "Masterminds."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Ghantt Target entity description: David Ghantt is a former armored car driver whose real-life involvement in the 1997 Loomis Fargo robbery inspired the main character in the comedy film "Masterminds."
-
A.
Dan Wootton
Dan Wootton is a New Zealand-born British journalist and broadcaster known for his outspoken, often controversial commentary on politics and popular culture.
-
B.
Charles Guggenheim
Charles Guggenheim was an American documentary filmmaker renowned for his politically engaged and historically focused films, earning multiple Academy Awards over his career.
-
C.
Robert Mann
Robert Mann was a 19th-century American man best known as the son of influential education reformer Horace Mann.
-
D.
John McDonough
John McDonough was an American football official best known for serving as the referee in Super Bowl IV.
-
E.
Hank Corwin
Hank Corwin is an acclaimed American film editor known for his impressionistic, nonlinear cutting style on films such as The Tree of Life, The Big Short, and Vice.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa8ca7c8190b3f8e9c2ec23e837 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ea215a4819090cea3184f3a231c |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f691fe06c08190b50217ed5ee8449a |
completed | May 3, 2026, 12:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6927aa3188190a1335009282bcc6a |
completed | May 3, 2026, 12:10 a.m. |
Created at: April 8, 2026, 9:54 p.m.