Triple

T2216116
Position Surface form Disambiguated ID Type / Status
Subject Billy Bob Thornton E48035 entity
Predicate notableWork P4 FINISHED
Object Bandits
Bandits is a 2001 crime-comedy film about two charming bank robbers and their complicated love triangle with a woman they kidnap, starring Billy Bob Thornton, Bruce Willis, and Cate Blanchett.
 E244311 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: Bandits | Statement: [Billy Bob Thornton, notableWork, Bandits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bandits
Context triple: [Billy Bob Thornton, notableWork, Bandits]
  • A. Outlaws
    "Outlaws" is a song by the American punk rock band Green Day from their 2016 album *Revolution Radio*.
  • B. Vory
    Vory is an American rapper, singer, and songwriter known for his melodic style and collaborations with major hip-hop artists.
  • C. Pathhead
    Pathhead is a small village in Midlothian, Scotland, known for its rural setting and proximity to Edinburgh.
  • D. The War Zone
    The War Zone is a 1999 British drama film, adapted from Alexander Stuart’s novel, that starkly explores familial abuse and trauma.
  • E. Through the Wire
    "Through the Wire" is a breakout Kanye West single known for its soulful Chaka Khan sample and for being recorded while his jaw was wired shut after a near-fatal car accident.
  • 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: Bandits
Triple: [Billy Bob Thornton, notableWork, Bandits]
Generated description
Bandits is a 2001 crime-comedy film about two charming bank robbers and their complicated love triangle with a woman they kidnap, starring Billy Bob Thornton, Bruce Willis, and Cate Blanchett.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bandits
Target entity description: Bandits is a 2001 crime-comedy film about two charming bank robbers and their complicated love triangle with a woman they kidnap, starring Billy Bob Thornton, Bruce Willis, and Cate Blanchett.
  • A. Outlaws
    "Outlaws" is a song by the American punk rock band Green Day from their 2016 album *Revolution Radio*.
  • B. Vory
    Vory is an American rapper, singer, and songwriter known for his melodic style and collaborations with major hip-hop artists.
  • C. Pathhead
    Pathhead is a small village in Midlothian, Scotland, known for its rural setting and proximity to Edinburgh.
  • D. The War Zone
    The War Zone is a 1999 British drama film, adapted from Alexander Stuart’s novel, that starkly explores familial abuse and trauma.
  • E. Through the Wire
    "Through the Wire" is a breakout Kanye West single known for its soulful Chaka Khan sample and for being recorded while his jaw was wired shut after a near-fatal car accident.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc00f4c3881909d03301fcdfa8b67 completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65571b9481908f992cee85ee59eb completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66411d848190a529018ad3765597 completed March 9, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69ae66a8cd9881908df2873e6159f293 completed March 9, 2026, 6:20 a.m.
Created at: March 4, 2026, 7:46 p.m.