Triple

T14216874
Position Surface form Disambiguated ID Type / Status
Subject Peter Hoar E352375 entity
Predicate directed P7373 FINISHED
Object Doctor Who episode "A Good Man Goes to War"
"A Good Man Goes to War" is a 2011 Doctor Who mid-series finale in which the Eleventh Doctor assembles an army to rescue Amy Pond and confronts the truth about River Song.
E1088695 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 "A Good Man Goes to War" | Statement: [Peter Hoar, directed, Doctor Who episode "A Good Man Goes to War"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "A Good Man Goes to War"
Context triple: [Peter Hoar, directed, Doctor Who episode "A Good Man Goes to War"]
  • A. Doctor Who episode "Hell Bent"
    "Hell Bent" is a climactic episode of Doctor Who’s ninth series in which the Twelfth Doctor returns to Gallifrey, confronts the Time Lords, and goes to extreme lengths to save Clara Oswald, featuring iconic foes such as the Weeping Angels.
  • B. 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.
  • C. 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.
  • D. Doctor Who episode "The Time of Angels"
    "The Time of Angels" is a 2010 Doctor Who episode featuring the Eleventh Doctor and River Song facing the terrifying Weeping Angels in a suspenseful, horror-tinged sci-fi adventure.
  • E. Doctor Who episode "Rose"
    "Rose" is the 2005 Doctor Who episode that launched the revived series, introducing Christopher Eccleston’s Ninth Doctor and Billie Piper’s Rose Tyler to a new generation of viewers.
  • 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 "A Good Man Goes to War"
Triple: [Peter Hoar, directed, Doctor Who episode "A Good Man Goes to War"]
Generated description
"A Good Man Goes to War" is a 2011 Doctor Who mid-series finale in which the Eleventh Doctor assembles an army to rescue Amy Pond and confronts the truth about River Song.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "A Good Man Goes to War"
Target entity description: "A Good Man Goes to War" is a 2011 Doctor Who mid-series finale in which the Eleventh Doctor assembles an army to rescue Amy Pond and confronts the truth about River Song.
  • A. Doctor Who episode "Hell Bent"
    "Hell Bent" is a climactic episode of Doctor Who’s ninth series in which the Twelfth Doctor returns to Gallifrey, confronts the Time Lords, and goes to extreme lengths to save Clara Oswald, featuring iconic foes such as the Weeping Angels.
  • B. 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.
  • C. 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.
  • D. Doctor Who episode "The Time of Angels"
    "The Time of Angels" is a 2010 Doctor Who episode featuring the Eleventh Doctor and River Song facing the terrifying Weeping Angels in a suspenseful, horror-tinged sci-fi adventure.
  • E. Doctor Who episode "Rose"
    "Rose" is the 2005 Doctor Who episode that launched the revived series, introducing Christopher Eccleston’s Ninth Doctor and Billie Piper’s Rose Tyler to a new generation of viewers.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6210213481908fac6893e8a9f143 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd28101e1881909f7a6c0cc762204c completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2b3ae0c0819089bdc277d66b20ae completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2f51a2cc81908b222a1830e2c8e4 completed May 8, 2026, 12:33 a.m.
Created at: April 10, 2026, 1:06 a.m.