Triple

T15036081
Position Surface form Disambiguated ID Type / Status
Subject Eric Saward E378479 entity
Predicate wroteEpisodeOf P25235 FINISHED
Object Doctor Who: Earthshock
Doctor Who: Earthshock is a 1982 serial from the long-running British science fiction series Doctor Who, notable for its dark tone, the return of the Cybermen, and the shocking death of companion Adric.
 E1137236 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: Earthshock | Statement: [Eric Saward, wroteEpisodeOf, Doctor Who: Earthshock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who: Earthshock
Context triple: [Eric Saward, wroteEpisodeOf, Doctor Who: Earthshock]
  • A. Doctor Who: The Web of Fear
    Doctor Who: The Web of Fear is a classic 1968 serial from the British science fiction television series Doctor Who, featuring the Second Doctor battling the robotic Yeti in the London Underground.
  • B. 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.
  • 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: The Lost Dimension
    Doctor Who: The Lost Dimension is a multi-Doctor comic book crossover event that unites various incarnations of the Doctor in a universe-spanning adventure.
  • E. Doctor Who: The Visitation
    Doctor Who: The Visitation is a 1982 serial from the long-running British science fiction television series Doctor Who, featuring the Fifth Doctor and involving an alien plot set during the Great Plague era in England.
  • 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: Earthshock
Triple: [Eric Saward, wroteEpisodeOf, Doctor Who: Earthshock]
Generated description
Doctor Who: Earthshock is a 1982 serial from the long-running British science fiction series Doctor Who, notable for its dark tone, the return of the Cybermen, and the shocking death of companion Adric.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who: Earthshock
Target entity description: Doctor Who: Earthshock is a 1982 serial from the long-running British science fiction series Doctor Who, notable for its dark tone, the return of the Cybermen, and the shocking death of companion Adric.
  • A. Doctor Who: The Web of Fear
    Doctor Who: The Web of Fear is a classic 1968 serial from the British science fiction television series Doctor Who, featuring the Second Doctor battling the robotic Yeti in the London Underground.
  • B. 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.
  • 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: The Lost Dimension
    Doctor Who: The Lost Dimension is a multi-Doctor comic book crossover event that unites various incarnations of the Doctor in a universe-spanning adventure.
  • E. Doctor Who: The Visitation
    Doctor Who: The Visitation is a 1982 serial from the long-running British science fiction television series Doctor Who, featuring the Fifth Doctor and involving an alien plot set during the Great Plague era in England.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82b29948190acda49cbec3f927a completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69feae0be8bc81909e1f9ed31bfd76fb completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feb1cb580c8190800e5b09ef5d7a4c completed May 9, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_69feb249743081908c5bc990728fb11c completed May 9, 2026, 4:04 a.m.
Created at: April 10, 2026, 2:59 a.m.