Triple

T12374426
Position Surface form Disambiguated ID Type / Status
Subject Masterminds E295084 entity
Predicate mainCharacter P1183 FINISHED
Object David Scott Ghantt
David Scott Ghantt is the real-life former armored car driver whose infamous 1997 Loomis Fargo robbery inspired the comedic film "Masterminds."
 E979356 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 Scott Ghantt | Statement: [Masterminds, mainCharacter, David Scott Ghantt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Scott Ghantt
Context triple: [Masterminds, mainCharacter, David Scott Ghantt]
  • A. Loren W. Acton
    Loren W. Acton is an American solar physicist and former NASA astronaut who flew as a payload specialist on the Space Shuttle.
  • B. Larry Pizer
    Larry Pizer was a British cinematographer known for his work on films such as the cult rock musical "Phantom of the Paradise."
  • C. Ronald Howard
    Ronald Howard was a British actor and writer best known for his film and television work in the mid-20th century, including portraying Sherlock Holmes in a 1954 TV series.
  • D. Michael A. Baker
    Michael A. Baker is a former NASA astronaut and U.S. Navy captain who flew on multiple Space Shuttle missions in the 1990s.
  • E. Peter R. Hunt
    Peter R. Hunt was a British film editor and director best known for his long association with the James Bond series, including directing the 1969 film "On Her Majesty's Secret Service."
  • 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 Scott Ghantt
Triple: [Masterminds, mainCharacter, David Scott Ghantt]
Generated description
David Scott Ghantt is the real-life former armored car driver whose infamous 1997 Loomis Fargo robbery inspired the comedic film "Masterminds."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Scott Ghantt
Target entity description: David Scott Ghantt is the real-life former armored car driver whose infamous 1997 Loomis Fargo robbery inspired the comedic film "Masterminds."
  • A. Loren W. Acton
    Loren W. Acton is an American solar physicist and former NASA astronaut who flew as a payload specialist on the Space Shuttle.
  • B. Larry Pizer
    Larry Pizer was a British cinematographer known for his work on films such as the cult rock musical "Phantom of the Paradise."
  • C. Ronald Howard
    Ronald Howard was a British actor and writer best known for his film and television work in the mid-20th century, including portraying Sherlock Holmes in a 1954 TV series.
  • D. Michael A. Baker
    Michael A. Baker is a former NASA astronaut and U.S. Navy captain who flew on multiple Space Shuttle missions in the 1990s.
  • E. Peter R. Hunt
    Peter R. Hunt was a British film editor and director best known for his long association with the James Bond series, including directing the 1969 film "On Her Majesty's Secret Service."
  • 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_69f62ac1e82c8190abb46ca5799e6680 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62ef1cc4481909bc9fc768a9ef1f2 completed May 2, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69f62f808b1481908f529decdbfc5be6 completed May 2, 2026, 5:08 p.m.
Created at: April 8, 2026, 9:54 p.m.