Triple

T3378314
Position Surface form Disambiguated ID Type / Status
Subject Spyfall E71118 entity
Predicate hasShowrunner P15522 FINISHED
Object Chris Chibnall
Chris Chibnall is a British television writer and producer best known as the showrunner of Doctor Who during the Jodie Whittaker era and the creator of the crime drama Broadchurch.
E354210 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: Chris Chibnall | Statement: [Spyfall, hasShowrunner, Chris Chibnall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chris Chibnall
Context triple: [Spyfall, hasShowrunner, Chris Chibnall]
  • A. Russell T Davies
    Russell T Davies is a Welsh television writer and producer best known for successfully reviving and showrunning the long-running British sci-fi series Doctor Who in the 21st century.
  • B. Neil Clarke
    Neil Clarke is an influential science fiction editor and publisher, best known as the founder and editor-in-chief of the award-winning magazine Clarkesworld.
  • C. Christopher Wreh
    Christopher Wreh is a former Liberian professional footballer best known as a striker who played for clubs such as Arsenal and represented Liberia internationally.
  • D. Terrance Dicks
    Terrance Dicks was a British television writer and script editor best known for his extensive work on Doctor Who and his influential contributions to the series’ mythology.
  • E. Brian MacDevitt
    Brian MacDevitt is a Tony Award–winning American lighting designer renowned for his work on numerous high-profile Broadway productions.
  • 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 Chibnall
Triple: [Spyfall, hasShowrunner, Chris Chibnall]
Generated description
Chris Chibnall is a British television writer and producer best known as the showrunner of Doctor Who during the Jodie Whittaker era and the creator of the crime drama Broadchurch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chris Chibnall
Target entity description: Chris Chibnall is a British television writer and producer best known as the showrunner of Doctor Who during the Jodie Whittaker era and the creator of the crime drama Broadchurch.
  • A. Russell T Davies
    Russell T Davies is a Welsh television writer and producer best known for successfully reviving and showrunning the long-running British sci-fi series Doctor Who in the 21st century.
  • B. Neil Clarke
    Neil Clarke is an influential science fiction editor and publisher, best known as the founder and editor-in-chief of the award-winning magazine Clarkesworld.
  • C. Christopher Wreh
    Christopher Wreh is a former Liberian professional footballer best known as a striker who played for clubs such as Arsenal and represented Liberia internationally.
  • D. Terrance Dicks
    Terrance Dicks was a British television writer and script editor best known for his extensive work on Doctor Who and his influential contributions to the series’ mythology.
  • E. Brian MacDevitt
    Brian MacDevitt is a Tony Award–winning American lighting designer renowned for his work on numerous high-profile Broadway productions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasShowrunner
Context triple: [Spyfall, hasShowrunner, Chris Chibnall]
  • A. showrunnerOf chosen
    Indicates that a person serves as the primary creative and managerial leader (showrunner) responsible for overseeing the production of a television show or series.
  • B. coShowrunnerWith
    Indicates that two or more individuals share the role and responsibilities of showrunner together on the same production.
  • C. executiveProducerOf
    Indicates that one entity serves as the executive producer responsible for overseeing the creation or production of another entity, such as a film, series, or other media work.
  • D. hasCrewRole
    Indicates that an entity serves in a specific role or position within a crew associated with another entity.
  • E. hasCrewMember
    Indicates that an entity includes or employs another entity as a member of its crew.
  • F. None of above.

Provenance (6 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_69ad85a7f80c8190a05e43013f298942 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2eacb5c81908071a1dacc9a897a completed March 8, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3344c0698819082d856d8be7f2c18 completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b334e5171c8190a01bb6fef5644825 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b3390c50b08190b6239b5f0d1eb4ba completed March 12, 2026, 10:07 p.m.
PD Predicate disambiguation batch_69ada433059881908e46f38cc5f40a32 completed March 8, 2026, 4:30 p.m.
Created at: March 8, 2026, 3:14 p.m.