Triple

T16455858
Position Surface form Disambiguated ID Type / Status
Subject Dark Water E399674 entity
Predicate featuresPlotElement P2762 FINISHED
Object Missy activates Cybermen in St Paul’s Cathedral
"Missy activates Cybermen in St Paul’s Cathedral" is a pivotal plot event in the Doctor Who episode "Dark Water," in which the villain Missy reveals her plan by awakening an army of Cybermen inside the iconic London landmark.
E471878 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: Missy activates Cybermen in St Paul’s Cathedral | Statement: [Dark Water, featuresPlotElement, Missy activates Cybermen in St Paul’s Cathedral]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Missy activates Cybermen in St Paul’s Cathedral
Context triple: [Dark Water, featuresPlotElement, Missy activates Cybermen in St Paul’s Cathedral]
  • A. "Ascension of the Cybermen"
    "Ascension of the Cybermen" is a 2020 Doctor Who television episode from the Thirteenth Doctor era that depicts the aftermath of a Cyberman-dominated universe and sets up the finale "The Timeless Children."
  • B. "Attack of the Cybermen"
    "Attack of the Cybermen" is a 1985 Doctor Who television serial featuring the Sixth Doctor, notable for the return of the Cybermen and the planet Telos.
  • C. Doctor Who’s Cybermen
    Doctor Who’s Cybermen are a recurring race of emotionless, cybernetically augmented humanoid villains in the long-running British science fiction series Doctor Who.
  • D. Rise of the Cybermen
    Rise of the Cybermen is a 2006 Doctor Who television episode that reintroduces the Cybermen in an alternate universe, depicting their chilling origin as emotionless cyborgs.
  • E. 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 besieged space station.
  • 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: Missy activates Cybermen in St Paul’s Cathedral
Triple: [Dark Water, featuresPlotElement, Missy activates Cybermen in St Paul’s Cathedral]
Generated description
"Missy activates Cybermen in St Paul’s Cathedral" is a pivotal plot event in the Doctor Who episode "Dark Water," in which the villain Missy reveals her plan by awakening an army of Cybermen inside the iconic London landmark.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Missy activates Cybermen in St Paul’s Cathedral
Target entity description: "Missy activates Cybermen in St Paul’s Cathedral" is a pivotal plot event in the Doctor Who episode "Dark Water," in which the villain Missy reveals her plan by awakening an army of Cybermen inside the iconic London landmark.
  • A. "Ascension of the Cybermen"
    "Ascension of the Cybermen" is a 2020 Doctor Who television episode from the Thirteenth Doctor era that depicts the aftermath of a Cyberman-dominated universe and sets up the finale "The Timeless Children."
  • B. "Attack of the Cybermen"
    "Attack of the Cybermen" is a 1985 Doctor Who television serial featuring the Sixth Doctor, notable for the return of the Cybermen and the planet Telos.
  • C. Doctor Who’s Cybermen chosen
    Doctor Who’s Cybermen are a recurring race of emotionless, cybernetically augmented humanoid villains in the long-running British science fiction series Doctor Who.
  • D. Rise of the Cybermen
    Rise of the Cybermen is a 2006 Doctor Who television episode that reintroduces the Cybermen in an alternate universe, depicting their chilling origin as emotionless cyborgs.
  • E. 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 besieged space station.
  • F. None of above.

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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32d7d3bf4819092d5bff6de0859e8 completed April 18, 2026, 7:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f5015a881908447b64b699feb1a completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a0051491fc88190ab4098f1177d2715 completed May 10, 2026, 9:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0051c61ea0819090d588df72c1041b completed May 10, 2026, 9:37 a.m.
Created at: April 10, 2026, 5:10 a.m.