Triple

T14239676
Position Surface form Disambiguated ID Type / Status
Subject The Daemons E352972 entity
Predicate broadcastAs P6348 FINISHED
Object Doctor Who Season 8 finale
The Doctor Who Season 8 finale, "The Daemons," is a classic Third Doctor story in which the Doctor and UNIT confront an ancient alien entity posing as a demon in an English village.
E1087548 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: Doctor Who Season 8 finale | Statement: [The Daemons, broadcastAs, Doctor Who Season 8 finale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who Season 8 finale
Context triple: [The Daemons, broadcastAs, Doctor Who Season 8 finale]
  • A. Doctor Who series 8
    Doctor Who series 8 is the 2014 season of the long-running British science fiction television show, featuring Peter Capaldi’s debut as the Twelfth Doctor and introducing major new story arcs and characters.
  • 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: Last of the Gaderene
    Doctor Who: Last of the Gaderene is a BBC Past Doctor Adventures novel featuring the Third Doctor and UNIT, blending classic 1970s-style alien invasion and conspiracy themes within the Doctor Who universe.
  • D. Doctor Who: Arc of Infinity
    Doctor Who: Arc of Infinity is a 1983 serial from the long-running British science fiction television series Doctor Who, featuring the Fifth Doctor in a story set partly on the Time Lords’ home planet of Gallifrey.
  • E. Doctor Who: The End of Time
    Doctor Who: The End of Time is a two-part 2009–2010 Doctor Who television special that serves as the Tenth Doctor’s final story, featuring the return of the Time Lords and the climactic showdown with the Master.
  • 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: Doctor Who Season 8 finale
Triple: [The Daemons, broadcastAs, Doctor Who Season 8 finale]
Generated description
The Doctor Who Season 8 finale, "The Daemons," is a classic Third Doctor story in which the Doctor and UNIT confront an ancient alien entity posing as a demon in an English village.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who Season 8 finale
Target entity description: The Doctor Who Season 8 finale, "The Daemons," is a classic Third Doctor story in which the Doctor and UNIT confront an ancient alien entity posing as a demon in an English village.
  • A. Doctor Who series 8
    Doctor Who series 8 is the 2014 season of the long-running British science fiction television show, featuring Peter Capaldi’s debut as the Twelfth Doctor and introducing major new story arcs and characters.
  • 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: Last of the Gaderene
    Doctor Who: Last of the Gaderene is a BBC Past Doctor Adventures novel featuring the Third Doctor and UNIT, blending classic 1970s-style alien invasion and conspiracy themes within the Doctor Who universe.
  • D. Doctor Who: Arc of Infinity
    Doctor Who: Arc of Infinity is a 1983 serial from the long-running British science fiction television series Doctor Who, featuring the Fifth Doctor in a story set partly on the Time Lords’ home planet of Gallifrey.
  • E. Doctor Who: The End of Time
    Doctor Who: The End of Time is a two-part 2009–2010 Doctor Who television special that serves as the Tenth Doctor’s final story, featuring the return of the Time Lords and the climactic showdown with the Master.
  • 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.