Triple

T3949589
Position Surface form Disambiguated ID Type / Status
Subject Rassilon E84830 entity
Predicate appearsIn P795 FINISHED
Object 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.
 E405382 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: Hell Bent | Statement: [Rassilon, appearsIn, Doctor Who: Hell Bent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who: Hell Bent
Context triple: [Rassilon, appearsIn, Doctor Who: Hell Bent]
  • A. 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.
  • B. Doctor Who: The Movie
    Doctor Who: The Movie is a 1996 television film that revived the long-running British sci-fi series by introducing Paul McGann as the Eighth Doctor in an American co-produced adventure.
  • C. 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.
  • D. The Name of the Doctor
    "The Name of the Doctor" is a 2013 episode of the British science fiction series Doctor Who that serves as the Series 7 finale and introduces the previously unseen incarnation known as the War Doctor.
  • 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: Hell Bent
Triple: [Rassilon, appearsIn, Doctor Who: Hell Bent]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who: Hell Bent
Target entity description: 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.
  • A. 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.
  • B. Doctor Who: The Movie
    Doctor Who: The Movie is a 1996 television film that revived the long-running British sci-fi series by introducing Paul McGann as the Eighth Doctor in an American co-produced adventure.
  • C. 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.
  • D. The Name of the Doctor
    "The Name of the Doctor" is a 2013 episode of the British science fiction series Doctor Who that serves as the Series 7 finale and introduces the previously unseen incarnation known as the War Doctor.
  • 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_69aed934fbfc8190847068e4546de963 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef91227a8819097c3a5a206792382 completed March 9, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c3de4688190b0eeb2604a65803e completed March 14, 2026, 11:53 a.m.
NEDg Description generation batch_69b54cafe41c8190aa294333e24f2d5f completed March 14, 2026, 11:55 a.m.
NED2 Entity disambiguation (via description) batch_69b54ce20be081908296da47e4ee9fc0 completed March 14, 2026, 11:56 a.m.
Created at: March 9, 2026, 3:30 p.m.