Triple

T13854543
Position Surface form Disambiguated ID Type / Status
Subject Hell or High Water (2016 film) E333028 entity
Predicate mainCharacter P1183 FINISHED
Object Marcus Hamilton
Marcus Hamilton is a seasoned, sharp-witted Texas Ranger on the verge of retirement who doggedly pursues a pair of bank-robbing brothers in the neo-Western crime film "Hell or High Water."
E1067465 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: Marcus Hamilton | Statement: [Hell or High Water (2016 film), mainCharacter, Marcus Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcus Hamilton
Context triple: [Hell or High Water (2016 film), mainCharacter, Marcus Hamilton]
  • A. Mario Chalmers
    Mario Chalmers is an American basketball player best known for his clutch three-point shooting, including a game-tying shot in the 2008 NCAA title game and for winning multiple NBA championships with the Miami Heat.
  • B. George Hill
    George Hill is an American professional basketball player best known for his long NBA career as a versatile guard with teams including the Indiana Pacers and San Antonio Spurs.
  • C. Jameer Nelson
    Jameer Nelson is a former American NBA point guard best known for his standout collegiate career at Saint Joseph's University and his long tenure with the Orlando Magic.
  • D. Jawan Harris
    Jawan Harris is an American R&B singer and songwriter who emerged in the early 2010s with youthful, pop-infused tracks and dance-focused performances.
  • E. Rip Hamilton
    Rip Hamilton is a former NBA shooting guard best known for his scoring, mid-range shooting, and key role in leading the Detroit Pistons to the 2004 championship.
  • 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: Marcus Hamilton
Triple: [Hell or High Water (2016 film), mainCharacter, Marcus Hamilton]
Generated description
Marcus Hamilton is a seasoned, sharp-witted Texas Ranger on the verge of retirement who doggedly pursues a pair of bank-robbing brothers in the neo-Western crime film "Hell or High Water."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcus Hamilton
Target entity description: Marcus Hamilton is a seasoned, sharp-witted Texas Ranger on the verge of retirement who doggedly pursues a pair of bank-robbing brothers in the neo-Western crime film "Hell or High Water."
  • A. Mario Chalmers
    Mario Chalmers is an American basketball player best known for his clutch three-point shooting, including a game-tying shot in the 2008 NCAA title game and for winning multiple NBA championships with the Miami Heat.
  • B. George Hill
    George Hill is an American professional basketball player best known for his long NBA career as a versatile guard with teams including the Indiana Pacers and San Antonio Spurs.
  • C. Jameer Nelson
    Jameer Nelson is a former American NBA point guard best known for his standout collegiate career at Saint Joseph's University and his long tenure with the Orlando Magic.
  • D. Jawan Harris
    Jawan Harris is an American R&B singer and songwriter who emerged in the early 2010s with youthful, pop-infused tracks and dance-focused performances.
  • E. Rip Hamilton
    Rip Hamilton is a former NBA shooting guard best known for his scoring, mid-range shooting, and key role in leading the Detroit Pistons to the 2004 championship.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02db9c9c81909bb2d2fbfb7394b1 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c70a59e8819090b750699993a107 completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c7e1247481908073c1e282c3619f completed May 3, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7c8f2b5588190b6143d676eb648a0 completed May 3, 2026, 10:15 p.m.
Created at: April 9, 2026, 10:14 p.m.