Triple

T14369008
Position Surface form Disambiguated ID Type / Status
Subject Doctor Who expanded universe E356309 entity
Predicate includes P1393 FINISHED
Object BBC Eighth Doctor Adventures
BBC Eighth Doctor Adventures is a series of original Doctor Who novels published by BBC Books that continue the adventures of the Eighth Doctor beyond his television appearances.
 E1096352 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: BBC Eighth Doctor Adventures | Statement: [Doctor Who expanded universe, includes, BBC Eighth Doctor Adventures]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BBC Eighth Doctor Adventures
Context triple: [Doctor Who expanded universe, includes, BBC Eighth Doctor Adventures]
  • A. The Eighth Doctor Adventures
    The Eighth Doctor Adventures is a series of Doctor Who audio dramas from Big Finish Productions chronicling new adventures of the Eighth Doctor beyond his television appearances.
  • B. Doctor Who Season 8
    Doctor Who Season 8 is a 1971 run of the long-running British science fiction television series featuring Jon Pertwee as the Third Doctor and introducing the recurring villain the Master.
  • C. Doctor Who series 8
    Doctor Who series 8 is the 2014 season of the long-running British science fiction television show, featuring Peter Capaldi’s debut as the Twelfth Doctor and introducing major new story arcs and characters.
  • D. Doctor Who: The Companion Chronicles
    Doctor Who: The Companion Chronicles is a Big Finish audio drama series that tells new Doctor Who stories from the perspectives of the Doctor’s companions, often in a part-dramatized, part-narrated format.
  • E. Companions of the Doctor
    The Companions of the Doctor are the Doctor’s often-human allies in the long-running British sci-fi series "Doctor Who," who travel with the Time Lord, aiding in adventures across time and space while providing emotional grounding and perspective.
  • 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: BBC Eighth Doctor Adventures
Triple: [Doctor Who expanded universe, includes, BBC Eighth Doctor Adventures]
Generated description
BBC Eighth Doctor Adventures is a series of original Doctor Who novels published by BBC Books that continue the adventures of the Eighth Doctor beyond his television appearances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BBC Eighth Doctor Adventures
Target entity description: BBC Eighth Doctor Adventures is a series of original Doctor Who novels published by BBC Books that continue the adventures of the Eighth Doctor beyond his television appearances.
  • A. The Eighth Doctor Adventures
    The Eighth Doctor Adventures is a series of Doctor Who audio dramas from Big Finish Productions chronicling new adventures of the Eighth Doctor beyond his television appearances.
  • B. Doctor Who Season 8
    Doctor Who Season 8 is a 1971 run of the long-running British science fiction television series featuring Jon Pertwee as the Third Doctor and introducing the recurring villain the Master.
  • C. Doctor Who series 8
    Doctor Who series 8 is the 2014 season of the long-running British science fiction television show, featuring Peter Capaldi’s debut as the Twelfth Doctor and introducing major new story arcs and characters.
  • D. Doctor Who: The Companion Chronicles
    Doctor Who: The Companion Chronicles is a Big Finish audio drama series that tells new Doctor Who stories from the perspectives of the Doctor’s companions, often in a part-dramatized, part-narrated format.
  • E. Companions of the Doctor
    The Companions of the Doctor are the Doctor’s often-human allies in the long-running British sci-fi series "Doctor Who," who travel with the Time Lord, aiding in adventures across time and space while providing emotional grounding and perspective.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8fb0b8988190ab834a85911c015c completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c51bf888190b1776461884c4514 completed May 8, 2026, 2:37 a.m.
NEDg Description generation batch_69fd5020e6f081909686fe3d143d31fa completed May 8, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd50c2cdb48190a438dc0641e3c25e completed May 8, 2026, 2:56 a.m.
Created at: April 10, 2026, 1:15 a.m.