Triple

T14287297
Position Surface form Disambiguated ID Type / Status
Subject Ryan Sinclair E354206 entity
Predicate appearsInEpisode P795 FINISHED
Object "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."
 E1090802 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: "Ascension of the Cybermen" | Statement: [Ryan Sinclair, appearsInEpisode, "Ascension of the Cybermen"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Ascension of the Cybermen"
Context triple: [Ryan Sinclair, appearsInEpisode, "Ascension of the Cybermen"]
  • A. "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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. The Tomb of the Cybermen
    The Tomb of the Cybermen is a classic 1967 Doctor Who serial featuring the Second Doctor uncovering a long-buried Cyberman hibernation chamber on the planet Telos.
  • 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: "Ascension of the Cybermen"
Triple: [Ryan Sinclair, appearsInEpisode, "Ascension of the Cybermen"]
Generated description
"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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Ascension of the Cybermen"
Target entity description: "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."
  • A. "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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. The Tomb of the Cybermen
    The Tomb of the Cybermen is a classic 1967 Doctor Who serial featuring the Second Doctor uncovering a long-buried Cyberman hibernation chamber on the planet Telos.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de698023288190b1d705235c2b2ca3 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1c4d988190b595e6a33ef96c28 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3da6f0648190876dd86dd51e72cc completed May 8, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e30868481908b55b368ab45c7fb completed May 8, 2026, 1:36 a.m.
Created at: April 10, 2026, 1:11 a.m.