Triple

T13854499
Position Surface form Disambiguated ID Type / Status
Subject Unstoppable (2010 film) E333027 entity
Predicate mainCharacter P1183 FINISHED
Object Frank Barnes
Frank Barnes is the veteran railroad engineer portrayed by Denzel Washington in the 2010 action thriller film "Unstoppable," where he helps avert disaster by stopping a runaway train.
E1090828 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: Frank Barnes | Statement: [Unstoppable (2010 film), mainCharacter, Frank Barnes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Barnes
Context triple: [Unstoppable (2010 film), mainCharacter, Frank Barnes]
  • A. Bruce Barnes
    Bruce Barnes is a central Christian pastor-turned-spiritual leader in the apocalyptic "Left Behind" novel series, guiding survivors through the tribulation period.
  • B. Lloyd Barker
    Lloyd Barker was an American gangster best known as a member of the notorious Barker–Karpis crime gang during the early 20th century.
  • C. Fred Barron
    Fred Barron is an American television writer and producer best known for creating the British sitcom "My Family" and working on several popular U.S. comedy series.
  • D. Larry Barnett
    Larry Barnett is a former Major League Baseball umpire best known for his long career in the American League and his role in several high-profile postseason games.
  • E. Sam Burrows
    Sam Burrows is best known as the husband of English singer-songwriter and podcaster Jessie Ware.
  • 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: Frank Barnes
Triple: [Unstoppable (2010 film), mainCharacter, Frank Barnes]
Generated description
Frank Barnes is the veteran railroad engineer portrayed by Denzel Washington in the 2010 action thriller film "Unstoppable," where he helps avert disaster by stopping a runaway train.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Barnes
Target entity description: Frank Barnes is the veteran railroad engineer portrayed by Denzel Washington in the 2010 action thriller film "Unstoppable," where he helps avert disaster by stopping a runaway train.
  • A. Bruce Barnes
    Bruce Barnes is a central Christian pastor-turned-spiritual leader in the apocalyptic "Left Behind" novel series, guiding survivors through the tribulation period.
  • B. Lloyd Barker
    Lloyd Barker was an American gangster best known as a member of the notorious Barker–Karpis crime gang during the early 20th century.
  • C. Fred Barron
    Fred Barron is an American television writer and producer best known for creating the British sitcom "My Family" and working on several popular U.S. comedy series.
  • D. Larry Barnett
    Larry Barnett is a former Major League Baseball umpire best known for his long career in the American League and his role in several high-profile postseason games.
  • E. Sam Burrows
    Sam Burrows is best known as the husband of English singer-songwriter and podcaster Jessie Ware.
  • 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_69fd3cfd550c81909ad487d3d7d7c313 completed May 8, 2026, 1:31 a.m.
NEDg Description generation batch_69fd3d7d85648190b44cf505fad5c1b5 completed May 8, 2026, 1:33 a.m.
NED2 Entity disambiguation (via description) batch_69fd3dde84d8819098f9726f77c2adba completed May 8, 2026, 1:35 a.m.
Created at: April 9, 2026, 10:14 p.m.