Triple

T14369030
Position Surface form Disambiguated ID Type / Status
Subject Doctor Who expanded universe E356309 entity
Predicate notableWork P4 FINISHED
Object BBC novel: The Eight Doctors
"BBC novel: The Eight Doctors" is a Doctor Who tie-in novel that brings together all eight incarnations of the Doctor in a single adventure, expanding the series' continuity beyond the television show.
E1096357 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 novel: The Eight Doctors | Statement: [Doctor Who expanded universe, notableWork, BBC novel: The Eight Doctors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BBC novel: The Eight Doctors
Context triple: [Doctor Who expanded universe, notableWork, BBC novel: The Eight Doctors]
  • A. The Next Doctor
    "The Next Doctor" is a 2008 Doctor Who Christmas special in which the Tenth Doctor encounters a mysterious man in Victorian London who believes himself to be the Doctor amid a Cybermen invasion.
  • 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. 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 Missing Episodes novelizations
    Doctor Who Missing Episodes novelizations is a subseries of Target Books adaptations that reconstruct lost or partially missing Doctor Who television stories in prose form, often using scripts, telesnaps, and fan research to restore otherwise unavailable adventures.
  • 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 novel: The Eight Doctors
Triple: [Doctor Who expanded universe, notableWork, BBC novel: The Eight Doctors]
Generated description
"BBC novel: The Eight Doctors" is a Doctor Who tie-in novel that brings together all eight incarnations of the Doctor in a single adventure, expanding the series' continuity beyond the television show.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BBC novel: The Eight Doctors
Target entity description: "BBC novel: The Eight Doctors" is a Doctor Who tie-in novel that brings together all eight incarnations of the Doctor in a single adventure, expanding the series' continuity beyond the television show.
  • A. The Next Doctor
    "The Next Doctor" is a 2008 Doctor Who Christmas special in which the Tenth Doctor encounters a mysterious man in Victorian London who believes himself to be the Doctor amid a Cybermen invasion.
  • 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. 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 Missing Episodes novelizations
    Doctor Who Missing Episodes novelizations is a subseries of Target Books adaptations that reconstruct lost or partially missing Doctor Who television stories in prose form, often using scripts, telesnaps, and fan research to restore otherwise unavailable adventures.
  • 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.