Triple

T1180698
Position Surface form Disambiguated ID Type / Status
Subject Taxi Driver E25129 entity
Predicate featuresCharacter P626 FINISHED
Object Travis Bickle
Travis Bickle is the mentally unstable, alienated Vietnam War veteran who becomes a vigilante in Martin Scorsese’s film "Taxi Driver."
E134596 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: Travis Bickle | Statement: [Taxi Driver, featuresCharacter, Travis Bickle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Travis Bickle
Context triple: [Taxi Driver, featuresCharacter, Travis Bickle]
  • A. Will McAvoy
    Will McAvoy is the outspoken, idealistic cable news anchor at the center of Aaron Sorkin’s television series "The Newsroom."
  • B. Henry Hill
    Henry Hill is a historically significant rise within Manassas National Battlefield Park that served as a key position during the First Battle of Bull Run in the American Civil War.
  • C. Frank Lucas
    Frank Lucas was a notorious Harlem drug kingpin in the late 1960s and early 1970s, known for building a heroin empire and later becoming a key government informant.
  • D. Pat Solitano
    Pat Solitano is the emotionally volatile, bipolar former teacher struggling to rebuild his life and relationships in the film "Silver Linings Playbook."
  • E. John McClain
    John McClain was a screenwriter active in classic Hollywood cinema, known for his work on mid-20th-century American films.
  • 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: Travis Bickle
Triple: [Taxi Driver, featuresCharacter, Travis Bickle]
Generated description
Travis Bickle is the mentally unstable, alienated Vietnam War veteran who becomes a vigilante in Martin Scorsese’s film "Taxi Driver."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Travis Bickle
Target entity description: Travis Bickle is the mentally unstable, alienated Vietnam War veteran who becomes a vigilante in Martin Scorsese’s film "Taxi Driver."
  • A. Will McAvoy
    Will McAvoy is the outspoken, idealistic cable news anchor at the center of Aaron Sorkin’s television series "The Newsroom."
  • B. Henry Hill
    Henry Hill is a historically significant rise within Manassas National Battlefield Park that served as a key position during the First Battle of Bull Run in the American Civil War.
  • C. Frank Lucas
    Frank Lucas was a notorious Harlem drug kingpin in the late 1960s and early 1970s, known for building a heroin empire and later becoming a key government informant.
  • D. Pat Solitano
    Pat Solitano is the emotionally volatile, bipolar former teacher struggling to rebuild his life and relationships in the film "Silver Linings Playbook."
  • E. John McClain
    John McClain was a screenwriter active in classic Hollywood cinema, known for his work on mid-20th-century American films.
  • 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_69a494267b4c819088c97a59182bf56a completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd32c5f48190b4e2d39fa052cbb7 completed March 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6f1f1c188190a96f5718c4e7d59d completed March 7, 2026, 6:31 p.m.
NEDg Description generation batch_69ac6f9c0da48190b8d5615ba582366c completed March 7, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69ac7009b52c8190a6f6962cf60de92d completed March 7, 2026, 6:35 p.m.
Created at: March 1, 2026, 7:45 p.m.