Triple

T14286445
Position Surface form Disambiguated ID Type / Status
Subject Toclafane E354187 entity
Predicate firstAppearance P795 FINISHED
Object Doctor Who episode "The Sound of Drums"
"The Sound of Drums" is a 2007 Doctor Who episode from the revived series’ third season, featuring the Tenth Doctor confronting the Master’s rise to power as Prime Minister of the United Kingdom.
E1090737 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 Sound of Drums" | Statement: [Toclafane, firstAppearance, Doctor Who episode "The Sound of Drums"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "The Sound of Drums"
Context triple: [Toclafane, firstAppearance, Doctor Who episode "The Sound of Drums"]
  • 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 "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.
  • C. Doctor Who episode "Blink"
    "Blink" is a critically acclaimed 2007 Doctor Who episode, written by Steven Moffat, renowned for its time-bending narrative and introduction of the terrifying Weeping Angels.
  • 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 Next Doctor"
    "The Next Doctor" is a 2008 Christmas special episode of Doctor Who featuring the Tenth Doctor encountering a man who believes he is the Doctor amid a Victorian-era Cybermen invasion.
  • 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 Sound of Drums"
Triple: [Toclafane, firstAppearance, Doctor Who episode "The Sound of Drums"]
Generated description
"The Sound of Drums" is a 2007 Doctor Who episode from the revived series’ third season, featuring the Tenth Doctor confronting the Master’s rise to power as Prime Minister of the United Kingdom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "The Sound of Drums"
Target entity description: "The Sound of Drums" is a 2007 Doctor Who episode from the revived series’ third season, featuring the Tenth Doctor confronting the Master’s rise to power as Prime Minister of the United Kingdom.
  • 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 "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.
  • C. Doctor Who episode "Blink"
    "Blink" is a critically acclaimed 2007 Doctor Who episode, written by Steven Moffat, renowned for its time-bending narrative and introduction of the terrifying Weeping Angels.
  • 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 Next Doctor"
    "The Next Doctor" is a 2008 Christmas special episode of Doctor Who featuring the Tenth Doctor encountering a man who believes he is the Doctor amid a Victorian-era Cybermen invasion.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de697ef40c8190bea37724b28c2e99 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1c4d988190b595e6a33ef96c28 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3da6f0648190876dd86dd51e72cc completed May 8, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e30868481908b55b368ab45c7fb completed May 8, 2026, 1:36 a.m.
Created at: April 10, 2026, 1:11 a.m.