Triple

T16845863
Position Surface form Disambiguated ID Type / Status
Subject Cardiff Rift E409536 entity
Predicate notableStory P7331 FINISHED
Object Doctor Who episode "The Unquiet Dead"
"The Unquiet Dead" is a 2005 Doctor Who episode set in Victorian Cardiff where the Ninth Doctor and Rose encounter Charles Dickens and battle gaseous alien beings animating corpses.
 E1237212 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 episode "The Unquiet Dead" | Statement: [Cardiff Rift, notableStory, Doctor Who episode "The Unquiet Dead"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who episode "The Unquiet Dead"
Context triple: [Cardiff Rift, notableStory, Doctor Who episode "The Unquiet Dead"]
  • A. Doctor Who episode "Flesh and Stone"
    "Flesh and Stone" is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor and Amy Pond as they confront the terrifying Weeping Angels in a crashed starship’s maze-like forest.
  • B. Doctor Who episode "Doomsday"
    "Doomsday" is the emotional Series 2 finale of Doctor Who, best known for depicting the dramatic separation of the Tenth Doctor and his companion Rose Tyler across parallel universes.
  • C. Doctor Who episode "Journey’s End"
    "Journey’s End" is the climactic finale of Doctor Who’s fourth revived series, uniting multiple companions and parallel universes in a high-stakes confrontation with the Daleks.
  • D. Doctor Who episode "Village of the Angels"
    "Village of the Angels" is a 2021 episode of the British sci-fi series Doctor Who that features the terrifying Weeping Angels in a suspenseful, horror-tinged storyline.
  • E. Doctor Who episode "The End of the World"
    The Face of Boe is a mysterious, ancient, and seemingly immortal alien being in the Doctor Who universe who appears periodically to deliver cryptic messages to the Doctor.
  • 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 episode "The Unquiet Dead"
Triple: [Cardiff Rift, notableStory, Doctor Who episode "The Unquiet Dead"]
Generated description
"The Unquiet Dead" is a 2005 Doctor Who episode set in Victorian Cardiff where the Ninth Doctor and Rose encounter Charles Dickens and battle gaseous alien beings animating corpses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who episode "The Unquiet Dead"
Target entity description: "The Unquiet Dead" is a 2005 Doctor Who episode set in Victorian Cardiff where the Ninth Doctor and Rose encounter Charles Dickens and battle gaseous alien beings animating corpses.
  • A. Doctor Who episode "Flesh and Stone"
    "Flesh and Stone" is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor and Amy Pond as they confront the terrifying Weeping Angels in a crashed starship’s maze-like forest.
  • B. Doctor Who episode "Doomsday"
    "Doomsday" is the emotional Series 2 finale of Doctor Who, best known for depicting the dramatic separation of the Tenth Doctor and his companion Rose Tyler across parallel universes.
  • C. Doctor Who episode "Journey’s End"
    "Journey’s End" is the climactic finale of Doctor Who’s fourth revived series, uniting multiple companions and parallel universes in a high-stakes confrontation with the Daleks.
  • D. Doctor Who episode "Village of the Angels"
    "Village of the Angels" is a 2021 episode of the British sci-fi series Doctor Who that features the terrifying Weeping Angels in a suspenseful, horror-tinged storyline.
  • E. Doctor Who episode "The End of the World"
    The Face of Boe is a mysterious, ancient, and seemingly immortal alien being in the Doctor Who universe who appears periodically to deliver cryptic messages to the Doctor.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b3541a008190b2a97cfea92b170f completed April 18, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb1b47648190909eaaf4e1e8e4c3 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bc22dc1c81909edc5cdb239f0ea8 completed May 10, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_6a00bce879648190acbd5645cd1a4ec8 completed May 10, 2026, 5:14 p.m.
Created at: April 10, 2026, 5:24 a.m.