Triple

T15780314
Position Surface form Disambiguated ID Type / Status
Subject Kevin Stoney E382594 entity
Predicate characterIn P12208 FINISHED
Object Doctor Who serial "Revenge of the Cybermen"
"Revenge of the Cybermen" is a 1975 Doctor Who serial featuring the Fourth Doctor as he confronts the Cybermen in a plot involving a deadly plague and a strategic space station near the planet Voga.
 E1177531 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 serial "Revenge of the Cybermen" | Statement: [Kevin Stoney, characterIn, Doctor Who serial "Revenge of the Cybermen"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who serial "Revenge of the Cybermen"
Context triple: [Kevin Stoney, characterIn, Doctor Who serial "Revenge of the Cybermen"]
  • A. Doctor Who serial "The Tomb of the Cybermen"
    "The Tomb of the Cybermen" is a classic 1967 Doctor Who serial featuring the Second Doctor uncovering an ancient Cyberman burial complex on the planet Telos.
  • B. Doctor Who episode "Rise of the Cybermen"
    "Rise of the Cybermen" is a 2006 Doctor Who episode in which the Tenth Doctor, Rose, and Mickey arrive in an alternate universe where a ruthless inventor creates the iconic Cybermen.
  • C. Doctor Who serial "Destiny of the Daleks"
    "Destiny of the Daleks" is a 1979 Doctor Who serial featuring the Fourth Doctor and Romana as they become embroiled in a war between the Daleks and the Movellans.
  • D. Doctor Who serial "Day of the Daleks"
    "Day of the Daleks" is a 1972 Doctor Who television serial featuring the Third Doctor in a time-travel thriller involving guerrilla fighters and the Daleks attempting to alter Earth's future.
  • E. Doctor Who serial "Terror of the Autons"
    "Terror of the Autons" is a 1971 Doctor Who serial featuring the Third Doctor that introduced the Master and is noted for its sinister use of everyday plastic objects as deadly Autons.
  • 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 serial "Revenge of the Cybermen"
Triple: [Kevin Stoney, characterIn, Doctor Who serial "Revenge of the Cybermen"]
Generated description
"Revenge of the Cybermen" is a 1975 Doctor Who serial featuring the Fourth Doctor as he confronts the Cybermen in a plot involving a deadly plague and a strategic space station near the planet Voga.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who serial "Revenge of the Cybermen"
Target entity description: "Revenge of the Cybermen" is a 1975 Doctor Who serial featuring the Fourth Doctor as he confronts the Cybermen in a plot involving a deadly plague and a strategic space station near the planet Voga.
  • A. Doctor Who serial "The Tomb of the Cybermen"
    "The Tomb of the Cybermen" is a classic 1967 Doctor Who serial featuring the Second Doctor uncovering an ancient Cyberman burial complex on the planet Telos.
  • B. Doctor Who episode "Rise of the Cybermen"
    "Rise of the Cybermen" is a 2006 Doctor Who episode in which the Tenth Doctor, Rose, and Mickey arrive in an alternate universe where a ruthless inventor creates the iconic Cybermen.
  • C. Doctor Who serial "Destiny of the Daleks"
    "Destiny of the Daleks" is a 1979 Doctor Who serial featuring the Fourth Doctor and Romana as they become embroiled in a war between the Daleks and the Movellans.
  • D. Doctor Who serial "Day of the Daleks"
    "Day of the Daleks" is a 1972 Doctor Who television serial featuring the Third Doctor in a time-travel thriller involving guerrilla fighters and the Daleks attempting to alter Earth's future.
  • E. Doctor Who serial "Terror of the Autons"
    "Terror of the Autons" is a 1971 Doctor Who serial featuring the Third Doctor that introduced the Master and is noted for its sinister use of everyday plastic objects as deadly Autons.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e053fea90081908e3fe4f91475bead completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff909f7f4481909cceb32e26af3780 completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff93cf529c819097537d87689aad93 completed May 9, 2026, 8:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff944ac4248190a3d60c2486910eaf completed May 9, 2026, 8:08 p.m.
Created at: April 10, 2026, 4:48 a.m.