Triple

T2350936
Position Surface form Disambiguated ID Type / Status
Subject Red Eye E47445 entity
Predicate producer P490 FINISHED
Object Chris Bender
Chris Bender is a film producer known for his work on major Hollywood movies, including the thriller "Red Eye."
 E257852 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: Chris Bender | Statement: [Red Eye, producer, Chris Bender]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chris Bender
Context triple: [Red Eye, producer, Chris Bender]
  • A. Nate Heller
    Nate Heller is a film composer and songwriter known for his emotionally resonant scores for movies such as "A Beautiful Day in the Neighborhood" and "Can You Ever Forgive Me?".
  • B. Christopher Benstead
    Christopher Benstead is a British composer and music editor known for his film scores and sound work on major movies, including collaborations with director Guy Ritchie.
  • C. Kurt Buckman
    Kurt Buckman is one of the three beleaguered friends in the dark comedy film "Horrible Bosses," known for plotting to kill his abusive employer alongside his equally frustrated coworkers.
  • D. Emmett Kurzfeld
    Emmett Kurzfeld is a supporting intelligence operative in the spy thriller film "Atomic Blonde," aiding the protagonist amid Cold War espionage in Berlin.
  • E. Tim DuBois
    Tim DuBois is an American music executive and songwriter best known for his influential role in shaping modern country music and developing major artists in Nashville.
  • 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: Chris Bender
Triple: [Red Eye, producer, Chris Bender]
Generated description
Chris Bender is a film producer known for his work on major Hollywood movies, including the thriller "Red Eye."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chris Bender
Target entity description: Chris Bender is a film producer known for his work on major Hollywood movies, including the thriller "Red Eye."
  • A. Nate Heller
    Nate Heller is a film composer and songwriter known for his emotionally resonant scores for movies such as "A Beautiful Day in the Neighborhood" and "Can You Ever Forgive Me?".
  • B. Christopher Benstead
    Christopher Benstead is a British composer and music editor known for his film scores and sound work on major movies, including collaborations with director Guy Ritchie.
  • C. Kurt Buckman
    Kurt Buckman is one of the three beleaguered friends in the dark comedy film "Horrible Bosses," known for plotting to kill his abusive employer alongside his equally frustrated coworkers.
  • D. Emmett Kurzfeld
    Emmett Kurzfeld is a supporting intelligence operative in the spy thriller film "Atomic Blonde," aiding the protagonist amid Cold War espionage in Berlin.
  • E. Tim DuBois
    Tim DuBois is an American music executive and songwriter best known for his influential role in shaping modern country music and developing major artists in Nashville.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6f75d888190a2e41edaa532e83f completed March 7, 2026, 6:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae962f769881909a7713880eaa9b84 completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae96b399608190bfa846c433612142 completed March 9, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae977e539c81909cef638cc61e5ec1 completed March 9, 2026, 9:48 a.m.
Created at: March 4, 2026, 7:54 p.m.