Triple

T14067976
Position Surface form Disambiguated ID Type / Status
Subject Catherine Tramell E338525 entity
Predicate notableWork P4 FINISHED
Object Killing Them Softly
Killing Them Softly is a 2012 American neo-noir crime film, directed by Andrew Dominik and starring Brad Pitt as a hitman investigating a heist on a mob-protected poker game.
E321055 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: Killing Them Softly | Statement: [Catherine Tramell, notableWork, Killing Them Softly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Killing Them Softly
Context triple: [Catherine Tramell, notableWork, Killing Them Softly]
  • A. 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.
  • B. Blow
    Blow is a track by the American heavy metal band Bastard, known for its aggressive sound and raw energy.
  • C. Blow
    "Blow" is a disco-funk inspired song by Beyoncé, known for its sensual lyrics, retro production, and vibrant roller-disco themed visuals.
  • D. 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.
  • E. The Place Beyond the Pines
    The Place Beyond the Pines is a 2012 crime drama film that interweaves the lives of a motorcycle stunt rider, a rookie cop, and their sons across generations, exploring themes of legacy, guilt, and fatherhood.
  • 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: Killing Them Softly
Triple: [Catherine Tramell, notableWork, Killing Them Softly]
Generated description
Killing Them Softly is a 2012 American neo-noir crime film, directed by Andrew Dominik and starring Brad Pitt as a hitman investigating a heist on a mob-protected poker game.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Killing Them Softly
Target entity description: Killing Them Softly is a 2012 American neo-noir crime film, directed by Andrew Dominik and starring Brad Pitt as a hitman investigating a heist on a mob-protected poker game.
  • A. Killing Them Softly chosen
    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.
  • B. Blow
    Blow is a track by the American heavy metal band Bastard, known for its aggressive sound and raw energy.
  • C. Blow
    "Blow" is a disco-funk inspired song by Beyoncé, known for its sensual lyrics, retro production, and vibrant roller-disco themed visuals.
  • D. 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.
  • E. The Place Beyond the Pines
    The Place Beyond the Pines is a 2012 crime drama film that interweaves the lives of a motorcycle stunt rider, a rookie cop, and their sons across generations, exploring themes of legacy, guilt, and fatherhood.
  • F. None of above.

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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de568b81f08190a571004261c0e8e4 completed April 14, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb66aeff8819088239226bbe25fd5 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc17d16008190bfec11ba0c229aae completed May 7, 2026, 4:44 p.m.
NED2 Entity disambiguation (via description) batch_69fcc1fe9bb0819098aa2655330569cb completed May 7, 2026, 4:46 p.m.
Created at: April 9, 2026, 10:21 p.m.