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.