Triple

T8563118
Position Surface form Disambiguated ID Type / Status
Subject Philip Kaufman E202735 entity
Predicate directed P7373 FINISHED
Object Twisted (2004 film)
Twisted (2004 film) is a 2004 psychological crime thriller about a San Francisco police inspector who becomes a suspect in a series of murders linked to her past.
 E743555 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: Twisted (2004 film) | Statement: [Philip Kaufman, directed, Twisted (2004 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Twisted (2004 film)
Context triple: [Philip Kaufman, directed, Twisted (2004 film)]
  • A. Twisted
    Twisted is a track from Joni Mitchell’s acclaimed 1974 album "Court and Spark," known for its jazzy style and witty, sardonic lyrics.
  • B. Twist
    "Twist" is a modern film adaptation of Charles Dickens' classic novel "Oliver Twist," featuring Rafferty Law in a leading role.
  • C. The Twisted Ones
    The Twisted Ones is a horror novel by T. Kingfisher that blends Southern Gothic atmosphere with cosmic terror as a woman clearing out her late grandmother’s house uncovers a sinister, otherworldly presence.
  • D. Tormented
    Tormented is a 1960 American horror film about a man haunted by the vengeful ghost of his former lover after her death under suspicious circumstances.
  • E. Malice n Wonderland
    Malice n Wonderland is a studio album by American rapper Snoop Dogg that blends West Coast hip hop with funk-influenced production and laid-back party anthems.
  • 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: Twisted (2004 film)
Triple: [Philip Kaufman, directed, Twisted (2004 film)]
Generated description
Twisted (2004 film) is a 2004 psychological crime thriller about a San Francisco police inspector who becomes a suspect in a series of murders linked to her past.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Twisted (2004 film)
Target entity description: Twisted (2004 film) is a 2004 psychological crime thriller about a San Francisco police inspector who becomes a suspect in a series of murders linked to her past.
  • A. Twisted
    Twisted is a track from Joni Mitchell’s acclaimed 1974 album "Court and Spark," known for its jazzy style and witty, sardonic lyrics.
  • B. Twist
    "Twist" is a modern film adaptation of Charles Dickens' classic novel "Oliver Twist," featuring Rafferty Law in a leading role.
  • C. The Twisted Ones
    The Twisted Ones is a horror novel by T. Kingfisher that blends Southern Gothic atmosphere with cosmic terror as a woman clearing out her late grandmother’s house uncovers a sinister, otherworldly presence.
  • D. Tormented
    Tormented is a 1960 American horror film about a man haunted by the vengeful ghost of his former lover after her death under suspicious circumstances.
  • E. Malice n Wonderland
    Malice n Wonderland is a studio album by American rapper Snoop Dogg that blends West Coast hip hop with funk-influenced production and laid-back party anthems.
  • 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_69ca8326e6c881908ff720d6abaebdc5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe9cfc4a48190ae4530d3614d115f completed March 31, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce895f91bc819099b1b2df59374403 completed April 2, 2026, 3:21 p.m.
NEDg Description generation batch_69ce8cc19b8c81909c89e771fdb7b043 completed April 2, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69ce8d595d80819093a1b849bcb3c7c7 completed April 2, 2026, 3:38 p.m.
Created at: March 30, 2026, 6:20 p.m.