Triple

T16329107
Position Surface form Disambiguated ID Type / Status
Subject Time Agency E396500 entity
Predicate appearsInEpisode P795 FINISHED
Object Doctor Who: The Doctor Dances
"Doctor Who: The Doctor Dances" is a 2005 episode of the revived British science fiction series Doctor Who, concluding a two-part story set in Blitz-era London where the Ninth Doctor confronts a mysterious plague turning people into gas-masked zombies.
E1206544 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: The Doctor Dances | Statement: [Time Agency, appearsInEpisode, Doctor Who: The Doctor Dances]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who: The Doctor Dances
Context triple: [Time Agency, appearsInEpisode, Doctor Who: The Doctor Dances]
  • A. Doctor Who: Hell Bent
    Doctor Who: Hell Bent is a 2015 episode of the long-running British science fiction series Doctor Who, serving as the Series 9 finale and featuring the Twelfth Doctor’s dramatic return to Gallifrey.
  • B. Doctor Who: Bad Wolf
    "Doctor Who: Bad Wolf" is a 2005 episode of the revived British science fiction series Doctor Who in which the Ninth Doctor, Rose, and Captain Jack find themselves trapped in deadly futuristic game shows orchestrated by a mysterious force.
  • C. Doctor Who: Love & Monsters
    Doctor Who: Love & Monsters is a 2006 episode of the British science fiction series Doctor Who, notable for its unconventional narrative focusing on a group of ordinary people obsessed with the Doctor and featuring Shirley Henderson in a guest role.
  • D. Doctor Who: The Roundheads
    Doctor Who: The Roundheads is a historical Doctor Who novel set during the English Civil War, featuring the Second Doctor and his companions.
  • E. Doctor Who: The Thirteenth Doctor Demons of the Punjab
    Doctor Who: The Thirteenth Doctor – Demons of the Punjab is a comic book adventure based on the Thirteenth Doctor era of the long-running British sci-fi series, expanding on the story and themes of the TV episode "Demons of the Punjab."
  • 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: The Doctor Dances
Triple: [Time Agency, appearsInEpisode, Doctor Who: The Doctor Dances]
Generated description
"Doctor Who: The Doctor Dances" is a 2005 episode of the revived British science fiction series Doctor Who, concluding a two-part story set in Blitz-era London where the Ninth Doctor confronts a mysterious plague turning people into gas-masked zombies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who: The Doctor Dances
Target entity description: "Doctor Who: The Doctor Dances" is a 2005 episode of the revived British science fiction series Doctor Who, concluding a two-part story set in Blitz-era London where the Ninth Doctor confronts a mysterious plague turning people into gas-masked zombies.
  • A. Doctor Who: Hell Bent
    Doctor Who: Hell Bent is a 2015 episode of the long-running British science fiction series Doctor Who, serving as the Series 9 finale and featuring the Twelfth Doctor’s dramatic return to Gallifrey.
  • B. Doctor Who: Bad Wolf
    "Doctor Who: Bad Wolf" is a 2005 episode of the revived British science fiction series Doctor Who in which the Ninth Doctor, Rose, and Captain Jack find themselves trapped in deadly futuristic game shows orchestrated by a mysterious force.
  • C. Doctor Who: Love & Monsters
    Doctor Who: Love & Monsters is a 2006 episode of the British science fiction series Doctor Who, notable for its unconventional narrative focusing on a group of ordinary people obsessed with the Doctor and featuring Shirley Henderson in a guest role.
  • D. Doctor Who: The Roundheads
    Doctor Who: The Roundheads is a historical Doctor Who novel set during the English Civil War, featuring the Second Doctor and his companions.
  • E. Doctor Who: The Thirteenth Doctor Demons of the Punjab
    Doctor Who: The Thirteenth Doctor – Demons of the Punjab is a comic book adventure based on the Thirteenth Doctor era of the long-running British sci-fi series, expanding on the story and themes of the TV episode "Demons of the Punjab."
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2c4ddc5608190b24fe2e871691470 completed April 17, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00261134108190812da262b424a476 completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0026c9b5c481908f60d2ebfb3f71d7 completed May 10, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_6a00273dd8fc8190b84b8a96442781ee completed May 10, 2026, 6:35 a.m.
Created at: April 10, 2026, 5:07 a.m.