Triple

T3664125
Position Surface form Disambiguated ID Type / Status
Subject Telos E77719 entity
Predicate appearsInSerial P795 FINISHED
Object "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.
 E385940 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: "Attack of the Cybermen" | Statement: [Telos, appearsInSerial, "Attack of the Cybermen"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Attack of the Cybermen"
Context triple: [Telos, appearsInSerial, "Attack of the Cybermen"]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Terror of the Autons
    Terror of the Autons is a 1971 Doctor Who serial featuring the Third Doctor that introduced the Time Lord villain known as the Master and is notable for its use of the shape-shifting Autons and a darker, more psychological tone.
  • E. Genesis of the Daleks
    Genesis of the Daleks is a highly acclaimed 1975 Doctor Who serial featuring the Fourth Doctor and companion Sarah Jane Smith, depicting the origin of the Daleks and raising moral questions about genocide and the consequences of altering history.
  • 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: "Attack of the Cybermen"
Triple: [Telos, appearsInSerial, "Attack of the Cybermen"]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Attack of the Cybermen"
Target entity description: "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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Terror of the Autons
    Terror of the Autons is a 1971 Doctor Who serial featuring the Third Doctor that introduced the Time Lord villain known as the Master and is notable for its use of the shape-shifting Autons and a darker, more psychological tone.
  • E. Genesis of the Daleks
    Genesis of the Daleks is a highly acclaimed 1975 Doctor Who serial featuring the Fourth Doctor and companion Sarah Jane Smith, depicting the origin of the Daleks and raising moral questions about genocide and the consequences of altering history.
  • 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3fe5eb08190ab15044acf9ac8a9 completed March 8, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e4e0abd08190895897c62a7a5243 completed March 14, 2026, 4:32 a.m.
NEDg Description generation batch_69b4e709a4648190a941125e1e620cb6 completed March 14, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69b4e75786988190b2f072a0b5e0efc7 completed March 14, 2026, 4:43 a.m.
Created at: March 8, 2026, 3:25 p.m.