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.