Triple

T9112571
Position Surface form Disambiguated ID Type / Status
Subject Mark Gatiss E218636 entity
Predicate wrote P2831 FINISHED
Object 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.
 E784342 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: St Anthony’s Fire | Statement: [Mark Gatiss, wrote, Doctor Who: St Anthony’s Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who: St Anthony’s Fire
Context triple: [Mark Gatiss, wrote, Doctor Who: St Anthony’s Fire]
  • 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: Nightshade
    Doctor Who: Nightshade is a 1992 science fiction novel in the Doctor Who New Adventures range, featuring the Seventh Doctor and Ace in a story blending alien horror with themes of nostalgia and fading celebrity.
  • C. 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.
  • D. 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.
  • E. Doctor Who: Flux
    Doctor Who: Flux is the thirteenth series of the long-running British science fiction television show Doctor Who, presented as a single serialized story arc featuring Jodie Whittaker as the Thirteenth Doctor.
  • 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: St Anthony’s Fire
Triple: [Mark Gatiss, wrote, Doctor Who: St Anthony’s Fire]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who: St Anthony’s Fire
Target entity description: 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.
  • 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: Nightshade
    Doctor Who: Nightshade is a 1992 science fiction novel in the Doctor Who New Adventures range, featuring the Seventh Doctor and Ace in a story blending alien horror with themes of nostalgia and fading celebrity.
  • C. 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.
  • D. 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.
  • E. Doctor Who: Flux
    Doctor Who: Flux is the thirteenth series of the long-running British science fiction television show Doctor Who, presented as a single serialized story arc featuring Jodie Whittaker as the Thirteenth Doctor.
  • 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca84b0a048190964f560f78e27cce completed April 1, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05bf002c081909bb82bb765bbf4b1 completed April 4, 2026, 12:31 a.m.
NEDg Description generation batch_69d05dee7f8881908ae7276b80bb6f99 completed April 4, 2026, 12:40 a.m.
NED2 Entity disambiguation (via description) batch_69d05e3e7e2c8190b4903b465e49b8ef completed April 4, 2026, 12:41 a.m.
Created at: March 30, 2026, 7:16 p.m.