Triple

T3378313
Position Surface form Disambiguated ID Type / Status
Subject Spyfall E71118 entity
Predicate isInSeries P26455 FINISHED
Object Series 12 of Doctor Who
Series 12 of Doctor Who is the twelfth modern-season run of the long-running British sci-fi series, featuring Jodie Whittaker as the Thirteenth Doctor under showrunner Chris Chibnall.
E354209 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: Series 12 of Doctor Who | Statement: [Spyfall, isInSeries, Series 12 of Doctor Who]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Series 12 of Doctor Who
Context triple: [Spyfall, isInSeries, Series 12 of Doctor Who]
  • A. Doctor Who series 2
    Doctor Who series 2 is the 2006 season of the revived British science fiction television show, featuring David Tennant’s debut as the Tenth Doctor alongside companion Rose Tyler in a run of adventures including the return of classic foes like the Cybermen.
  • B. Doctor Who: The Parting of the Ways
    "Doctor Who: The Parting of the Ways" is the climactic 2005 series finale of the British science fiction show Doctor Who, featuring the Ninth Doctor’s regeneration and a large-scale Dalek invasion.
  • C. Doctor Who episode "The Time of the Doctor"
    "The Time of the Doctor" is the 2013 Doctor Who Christmas special that serves as the Eleventh Doctor’s final full episode, depicting his centuries-long defense of the planet Trenzalore and eventual regeneration.
  • D. Doctor Who
    Doctor Who is a long-running British science fiction television series that follows the time-traveling adventures of the Doctor, an alien Time Lord who explores the universe in the TARDIS.
  • E. Companions of the Doctor
    The Companions of the Doctor are the Doctor’s often-human allies in the long-running British sci-fi series "Doctor Who," who travel with the Time Lord, aiding in adventures across time and space while providing emotional grounding and perspective.
  • 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: Series 12 of Doctor Who
Triple: [Spyfall, isInSeries, Series 12 of Doctor Who]
Generated description
Series 12 of Doctor Who is the twelfth modern-season run of the long-running British sci-fi series, featuring Jodie Whittaker as the Thirteenth Doctor under showrunner Chris Chibnall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Series 12 of Doctor Who
Target entity description: Series 12 of Doctor Who is the twelfth modern-season run of the long-running British sci-fi series, featuring Jodie Whittaker as the Thirteenth Doctor under showrunner Chris Chibnall.
  • A. Doctor Who series 2
    Doctor Who series 2 is the 2006 season of the revived British science fiction television show, featuring David Tennant’s debut as the Tenth Doctor alongside companion Rose Tyler in a run of adventures including the return of classic foes like the Cybermen.
  • B. Doctor Who: The Parting of the Ways
    "Doctor Who: The Parting of the Ways" is the climactic 2005 series finale of the British science fiction show Doctor Who, featuring the Ninth Doctor’s regeneration and a large-scale Dalek invasion.
  • C. Doctor Who episode "The Time of the Doctor"
    "The Time of the Doctor" is the 2013 Doctor Who Christmas special that serves as the Eleventh Doctor’s final full episode, depicting his centuries-long defense of the planet Trenzalore and eventual regeneration.
  • D. Doctor Who
    Doctor Who is a long-running British science fiction television series that follows the time-traveling adventures of the Doctor, an alien Time Lord who explores the universe in the TARDIS.
  • E. Companions of the Doctor
    The Companions of the Doctor are the Doctor’s often-human allies in the long-running British sci-fi series "Doctor Who," who travel with the Time Lord, aiding in adventures across time and space while providing emotional grounding and perspective.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isInSeries
Context triple: [Spyfall, isInSeries, Series 12 of Doctor Who]
  • A. isSeriesOf
    Indicates that one entity is a sequence or set of related items that collectively form a series associated with another entity.
  • B. intendedForSeries
    Indicates that something is designed, created, or designated to be used within or as part of a particular series.
  • C. placeInSeries
    Indicates the position or order that something occupies within a sequence or series.
  • D. appearsInSeries chosen
    Indicates that an entity is featured or occurs within a particular series.
  • E. hasWorkInSameSeries
    Indicates that two works belong to and are part of the same series.
  • 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.