Triple

T18821659
Position Surface form Disambiguated ID Type / Status
Subject Flight (2012 film) E460276 entity
Predicate characterPortrayedBy P1507 FINISHED
Object Hugh Lang – Don Cheadle — NE NERFINISHED

How this triple was built (3 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: Hugh Lang – Don Cheadle | Statement: [Flight (2012 film), characterPortrayedBy, Hugh Lang – Don Cheadle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hugh Lang – Don Cheadle
Context triple: [Flight (2012 film), characterPortrayedBy, Hugh Lang – Don Cheadle]
  • A. Tim Hughes
    Tim Hughes is a recurring character on the American sitcom "Life in Pieces," appearing in the show's ensemble of interconnected family stories.
  • B. Gregg Henry
    Gregg Henry is an American character actor and musician known for his prolific work in film and television, often portraying intense or villainous roles.
  • C. John Benjamin Hickey
    John Benjamin Hickey is an American actor known for his work in film, television, and theater, including roles in projects like "The Big C" and "The Normal Heart."
  • D. Mark Halliday
    Mark Halliday is a mystery writer and the lover of Margot Wendice who becomes entangled in her husband's murder plot in the play and film "Dial M for Murder."
  • E. Joel O’Brien
    Joel O’Brien is a musician known for his work featured on the album "Tapestry."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hugh Lang – Don Cheadle
Target entity description: Hugh Lang is a character in the 2012 drama film "Flight," portrayed by Don Cheadle as a sharp, pragmatic attorney who represents the troubled pilot after a catastrophic airline accident.
  • A. Tim Hughes
    Tim Hughes is a recurring character on the American sitcom "Life in Pieces," appearing in the show's ensemble of interconnected family stories.
  • B. Gregg Henry
    Gregg Henry is an American character actor and musician known for his prolific work in film and television, often portraying intense or villainous roles.
  • C. John Benjamin Hickey
    John Benjamin Hickey is an American actor known for his work in film, television, and theater, including roles in projects like "The Big C" and "The Normal Heart."
  • D. Mark Halliday
    Mark Halliday is a mystery writer and the lover of Margot Wendice who becomes entangled in her husband's murder plot in the play and film "Dial M for Murder."
  • E. Joel O’Brien
    Joel O’Brien is a musician known for his work featured on the album "Tapestry."
  • F. None of above. chosen

Provenance (2 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_69d8dcf94c288190a06dea029ae4b223 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5a6ba90988190a93e1c2fa23b3d1d completed April 20, 2026, 4:08 a.m.
Created at: April 10, 2026, 11:55 a.m.