Triple

T3328097
Position Surface form Disambiguated ID Type / Status
Subject Ray Liotta E69965 entity
Predicate notableWork P4 FINISHED
Object Blow
Blow is a 2001 crime drama film that chronicles the rise and fall of American cocaine smuggler George Jung within the 1970s–1980s drug trade.
E349295 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: Blow | Statement: [Ray Liotta, notableWork, Blow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blow
Context triple: [Ray Liotta, notableWork, Blow]
  • A. Blow Out
    Blow Out is a 1981 neo-noir political thriller film directed by Brian De Palma, known for its suspenseful blend of conspiracy, sound design, and psychological tension.
  • B. Killing Them Softly
    Killing Them Softly is a 2012 American crime film, based on George V. Higgins' novel "Cogan's Trade," that follows a hitman investigating a heist on a mob-protected poker game.
  • C. Biutiful
    Biutiful is a 2010 Spanish-language drama film directed by Alejandro González Iñárritu, featuring Javier Bardem as a terminally ill man struggling to care for his children amid the criminal underworld of Barcelona.
  • D. The 25th Hour
    The 25th Hour is a novel by David Benioff that follows a convicted drug dealer’s final day of freedom in New York City before beginning a seven-year prison sentence.
  • E. Gone Baby Gone
    Gone Baby Gone is a 2007 crime drama film directed by Ben Affleck, following two private investigators searching for a missing girl in a morally complex Boston neighborhood.
  • 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: Blow
Triple: [Ray Liotta, notableWork, Blow]
Generated description
Blow is a 2001 crime drama film that chronicles the rise and fall of American cocaine smuggler George Jung within the 1970s–1980s drug trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blow
Target entity description: Blow is a 2001 crime drama film that chronicles the rise and fall of American cocaine smuggler George Jung within the 1970s–1980s drug trade.
  • A. Blow Out
    Blow Out is a 1981 neo-noir political thriller film directed by Brian De Palma, known for its suspenseful blend of conspiracy, sound design, and psychological tension.
  • B. Killing Them Softly
    Killing Them Softly is a 2012 American crime film, based on George V. Higgins' novel "Cogan's Trade," that follows a hitman investigating a heist on a mob-protected poker game.
  • C. Biutiful
    Biutiful is a 2010 Spanish-language drama film directed by Alejandro González Iñárritu, featuring Javier Bardem as a terminally ill man struggling to care for his children amid the criminal underworld of Barcelona.
  • D. The 25th Hour
    The 25th Hour is a novel by David Benioff that follows a convicted drug dealer’s final day of freedom in New York City before beginning a seven-year prison sentence.
  • E. Gone Baby Gone
    Gone Baby Gone is a 2007 crime drama film directed by Ben Affleck, following two private investigators searching for a missing girl in a morally complex Boston neighborhood.
  • 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb16f61248190bab10f4ac9e066f7 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a7ec9f48190873d90b678713bad completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c368e4c8190a011833fce090a7d completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31d3fa6088190a5abf858c01c25bc completed March 12, 2026, 8:08 p.m.
Created at: March 8, 2026, 3:12 p.m.