Triple

T14294574
Position Surface form Disambiguated ID Type / Status
Subject Doctor Who audio dramas E354403 entity
Predicate hasSubseries P35499 FINISHED
Object Doctor Who: The Lost Stories
Doctor Who: The Lost Stories is a range of Big Finish audio dramas that adapt unproduced or abandoned Doctor Who television scripts into full-cast audio adventures.
E1091296 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 Lost Stories | Statement: [Doctor Who audio dramas, hasSubseries, Doctor Who: The Lost Stories]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who: The Lost Stories
Context triple: [Doctor Who audio dramas, hasSubseries, Doctor Who: The Lost Stories]
  • A. Doctor Who: The Writer's Tale
    Doctor Who: The Writer's Tale is a behind-the-scenes book by Russell T Davies that offers an in-depth, candid look at his writing process and the production of the revived Doctor Who television series.
  • B. Doctor Who: St Anthony’s Fire
    Doctor Who: St Anthony’s Fire is a Virgin New Adventures novel in the Doctor Who franchise, featuring the Seventh Doctor in a dark, politically charged science-fiction story written by Mark Gatiss.
  • C. 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.
  • D. Doctor Who: Last of the Gaderene
    Doctor Who: Last of the Gaderene is a BBC Past Doctor Adventures novel featuring the Third Doctor and UNIT, blending classic 1970s-style alien invasion and conspiracy themes within the Doctor Who universe.
  • E. Doctor Who: The Hungry Earth / Cold Blood
    "Doctor Who: The Hungry Earth / Cold Blood" is a two-part 2010 story from the British science fiction series Doctor Who, featuring the Eleventh Doctor confronting the return of the reptilian Silurians.
  • 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 Lost Stories
Triple: [Doctor Who audio dramas, hasSubseries, Doctor Who: The Lost Stories]
Generated description
Doctor Who: The Lost Stories is a range of Big Finish audio dramas that adapt unproduced or abandoned Doctor Who television scripts into full-cast audio adventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who: The Lost Stories
Target entity description: Doctor Who: The Lost Stories is a range of Big Finish audio dramas that adapt unproduced or abandoned Doctor Who television scripts into full-cast audio adventures.
  • A. Doctor Who: The Writer's Tale
    Doctor Who: The Writer's Tale is a behind-the-scenes book by Russell T Davies that offers an in-depth, candid look at his writing process and the production of the revived Doctor Who television series.
  • B. Doctor Who: St Anthony’s Fire
    Doctor Who: St Anthony’s Fire is a Virgin New Adventures novel in the Doctor Who franchise, featuring the Seventh Doctor in a dark, politically charged science-fiction story written by Mark Gatiss.
  • C. 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.
  • D. Doctor Who: Last of the Gaderene
    Doctor Who: Last of the Gaderene is a BBC Past Doctor Adventures novel featuring the Third Doctor and UNIT, blending classic 1970s-style alien invasion and conspiracy themes within the Doctor Who universe.
  • E. Doctor Who: The Hungry Earth / Cold Blood
    "Doctor Who: The Hungry Earth / Cold Blood" is a two-part 2010 story from the British science fiction series Doctor Who, featuring the Eleventh Doctor confronting the return of the reptilian Silurians.
  • 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_69de717b35ec81908968994e65737c66 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d2281d481909714f8d8cfe71514 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3ded77748190b35908e046ccce67 completed May 8, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e7425348190abf09c103cc17305 completed May 8, 2026, 1:37 a.m.
Created at: April 10, 2026, 1:11 a.m.