Triple

T14240534
Position Surface form Disambiguated ID Type / Status
Subject Kate Stewart E352990 entity
Predicate appearsIn P795 FINISHED
Object The Zygon Invasion
"The Zygon Invasion" is a 2015 Doctor Who television episode from Series 9 that explores a tense human–Zygon peace treaty crisis through political thriller and invasion-story themes.
E1087613 NE FINISHED

How this triple was built (4 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: The Zygon Invasion | Statement: [Kate Stewart, appearsIn, The Zygon Invasion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Zygon Invasion
Context triple: [Kate Stewart, appearsIn, The Zygon Invasion]
  • A. Rise of the Cybermen
    Rise of the Cybermen is a 2006 Doctor Who television episode that reintroduces the Cybermen in an alternate universe, depicting their chilling origin as emotionless cyborgs.
  • B. The Stolen Earth
    The Stolen Earth is a 2008 Doctor Who television episode that features the Tenth Doctor facing a massive Dalek invasion and uniting multiple companions and spin-off characters, including Sarah Jane Smith, in a crossover storyline.
  • C. Dalek Empire
    The Dalek Empire is a vast, militaristic civilization of genocidal mutant creatures from the Doctor Who universe, known for their relentless quest to exterminate all other life forms.
  • D. The Daleks' Master Plan
    The Daleks' Master Plan is a 1965–66 twelve-part serial from the British science fiction television series Doctor Who, known for its epic scale, high stakes, and the prominent role of the Daleks as primary antagonists.
  • E. Dalek City
    Dalek City is the primary stronghold and capital of the Daleks on their home planet Skaro in the Doctor Who universe.
  • 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: The Zygon Invasion
Triple: [Kate Stewart, appearsIn, The Zygon Invasion]
Generated description
"The Zygon Invasion" is a 2015 Doctor Who television episode from Series 9 that explores a tense human–Zygon peace treaty crisis through political thriller and invasion-story themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Zygon Invasion
Target entity description: "The Zygon Invasion" is a 2015 Doctor Who television episode from Series 9 that explores a tense human–Zygon peace treaty crisis through political thriller and invasion-story themes.
  • A. Rise of the Cybermen
    Rise of the Cybermen is a 2006 Doctor Who television episode that reintroduces the Cybermen in an alternate universe, depicting their chilling origin as emotionless cyborgs.
  • B. The Stolen Earth
    The Stolen Earth is a 2008 Doctor Who television episode that features the Tenth Doctor facing a massive Dalek invasion and uniting multiple companions and spin-off characters, including Sarah Jane Smith, in a crossover storyline.
  • C. Dalek Empire
    The Dalek Empire is a vast, militaristic civilization of genocidal mutant creatures from the Doctor Who universe, known for their relentless quest to exterminate all other life forms.
  • D. The Daleks' Master Plan
    The Daleks' Master Plan is a 1965–66 twelve-part serial from the British science fiction television series Doctor Who, known for its epic scale, high stakes, and the prominent role of the Daleks as primary antagonists.
  • E. Dalek City
    Dalek City is the primary stronghold and capital of the Daleks on their home planet Skaro in the Doctor Who universe.
  • F. None of above. chosen

Provenance (5 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62432fb48190b153805b85c4f2d2 completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd282183308190b63172972773b3c2 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd29fd7cdc8190bd210f3b27f935c0 completed May 8, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69fd2bc719ac8190b2b8726c70d811dd completed May 8, 2026, 12:18 a.m.
Created at: April 10, 2026, 1:08 a.m.