Triple

T15036084

Position	Surface form	Disambiguated ID	Type / Status
Subject	Eric Saward	`E378479`	entity
Predicate	wroteEpisodeOf	`P25235`	FINISHED
Object	Doctor Who: Attack of the Cybermen "Doctor Who: Attack of the Cybermen" is a 1985 serial from the long-running British science fiction television series Doctor Who, featuring the Sixth Doctor battling the Cybermen in a story that revisits earlier locations and continuity.	`E1139691`	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: Attack of the Cybermen | Statement: [Eric Saward, wroteEpisodeOf, Doctor Who: Attack of the Cybermen]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Doctor Who: Attack of the Cybermen
Context triple: [Eric Saward, wroteEpisodeOf, Doctor Who: 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. 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.
C. Doctor Who: The Dominators
Doctor Who: The Dominators is a 1968 serial from the long-running British science fiction television series Doctor Who, featuring the Second Doctor facing an alien invasion on the peaceful planet Dulkis.
D. 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.
E. 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.
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: Attack of the Cybermen
Triple: [Eric Saward, wroteEpisodeOf, Doctor Who: Attack of the Cybermen]

Generated description

"Doctor Who: Attack of the Cybermen" is a 1985 serial from the long-running British science fiction television series Doctor Who, featuring the Sixth Doctor battling the Cybermen in a story that revisits earlier locations and continuity.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Doctor Who: Attack of the Cybermen
Target entity description: "Doctor Who: Attack of the Cybermen" is a 1985 serial from the long-running British science fiction television series Doctor Who, featuring the Sixth Doctor battling the Cybermen in a story that revisits earlier locations and continuity.

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. 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.
C. Doctor Who: The Dominators
Doctor Who: The Dominators is a 1968 serial from the long-running British science fiction television series Doctor Who, featuring the Second Doctor facing an alien invasion on the peaceful planet Dulkis.
D. 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.
E. 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.
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_69febfd954548190b3f7c60d95403f3e`	completed	May 9, 2026, 5:02 a.m.
NEDg	Description generation	`batch_69fec13875e48190b31d4485e733fd74`	completed	May 9, 2026, 5:08 a.m.
NED2	Entity disambiguation (via description)	`batch_69fec18ff6288190b2ad86ca94a95be6`	completed	May 9, 2026, 5:09 a.m.

Created at: April 10, 2026, 2:59 a.m.