Triple

T1108408
Position Surface form Disambiguated ID Type / Status
Subject Rita Vrataski E25537 entity
Predicate screenWriterAdaptationBy P23410 FINISHED
Object Christopher McQuarrie
Christopher McQuarrie is an American filmmaker and screenwriter best known for writing "The Usual Suspects" and directing several "Mission: Impossible" films.
E143832 NE FINISHED

How this triple was built (5 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: Christopher McQuarrie | Statement: [Rita Vrataski, screenWriterAdaptationBy, Christopher McQuarrie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Christopher McQuarrie
Context triple: [Rita Vrataski, screenWriterAdaptationBy, Christopher McQuarrie]
  • A. David Koepp
    David Koepp is an American screenwriter and director best known for writing major Hollywood films such as Jurassic Park, Mission: Impossible, and Spider-Man.
  • B. Steve Kloves
    Steve Kloves is an American screenwriter best known for adapting most of the Harry Potter novels into the successful film series.
  • C. Shane Black
    Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
  • D. Graham Yost
    Graham Yost is an American screenwriter, producer, and showrunner best known for creating the TV series "Justified" and writing the film "Speed."
  • E. Scott Frank
    Scott Frank is an American screenwriter and director known for his work on acclaimed films such as "Out of Sight," "Minority Report," and the series "The Queen's Gambit."
  • 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: Christopher McQuarrie
Triple: [Rita Vrataski, screenWriterAdaptationBy, Christopher McQuarrie]
Generated description
Christopher McQuarrie is an American filmmaker and screenwriter best known for writing "The Usual Suspects" and directing several "Mission: Impossible" films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Christopher McQuarrie
Target entity description: Christopher McQuarrie is an American filmmaker and screenwriter best known for writing "The Usual Suspects" and directing several "Mission: Impossible" films.
  • A. David Koepp
    David Koepp is an American screenwriter and director best known for writing major Hollywood films such as Jurassic Park, Mission: Impossible, and Spider-Man.
  • B. Steve Kloves
    Steve Kloves is an American screenwriter best known for adapting most of the Harry Potter novels into the successful film series.
  • C. Shane Black
    Shane Black is an American screenwriter, director, and actor best known for writing the original Lethal Weapon and directing films such as Kiss Kiss Bang Bang and Iron Man 3.
  • D. Graham Yost
    Graham Yost is an American screenwriter, producer, and showrunner best known for creating the TV series "Justified" and writing the film "Speed."
  • E. Scott Frank
    Scott Frank is an American screenwriter and director known for his work on acclaimed films such as "Out of Sight," "Minority Report," and the series "The Queen's Gambit."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: screenWriterAdaptationBy
Context triple: [Rita Vrataski, screenWriterAdaptationBy, Christopher McQuarrie]
  • A. screenplayBy
    Indicates that a film, television show, or similar work was written or scripted by a particular person or group.
  • B. adaptedAs
    Indicates that one work, concept, or entity has been transformed or re-created into another form or medium based on the original.
  • C. adaptationBy
    Indicates a relationship where one entity has been modified, transformed, or reworked by another entity into a new form or version.
  • D. notableAdaptation
    Indicates that one work is a significant adaptation or reinterpretation of another work.
  • E. adaptedWorkOf
    Indicates that one work is derived from, based on, or reinterprets the content of another pre-existing work.
  • F. None of above. chosen

Provenance (7 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b9e6134481909f348986a25f65c6 completed March 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac93b2283881908dde77abbbf864ae completed March 7, 2026, 9:08 p.m.
NEDg Description generation batch_69ac943de3f0819085dff5ef12f01766 completed March 7, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69ac95c05ab081909db602d7bea73bf4 completed March 7, 2026, 9:16 p.m.
PD Predicate disambiguation batch_69a4b749e2a881909ef28745a7d2d917 completed March 1, 2026, 10:01 p.m.
PDg Predicate description generation batch_69a4b7bd3d50819091e6f1d2ffe4c7ee completed March 1, 2026, 10:03 p.m.
Created at: March 1, 2026, 7:43 p.m.