Triple

T17312061
Position Surface form Disambiguated ID Type / Status
Subject Jamie Payne E420322 entity
Predicate directed P7373 FINISHED
Object Doctor Who episode "Nightmare in Silver"
"Nightmare in Silver" is a 2013 Doctor Who episode written by Neil Gaiman that features the Eleventh Doctor facing an upgraded, more terrifying version of the Cybermen in a futuristic theme park.
 E1261457 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 episode "Nightmare in Silver" | Statement: [Jamie Payne, directed, Doctor Who episode "Nightmare in Silver"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who episode "Nightmare in Silver"
Context triple: [Jamie Payne, directed, Doctor Who episode "Nightmare in Silver"]
  • A. Doctor Who episode "Smith and Jones"
    "Smith and Jones" is a 2007 Doctor Who episode that introduces Martha Jones as the Tenth Doctor’s new companion in an adventure involving a hospital transported to the Moon and the Judoon.
  • B. Doctor Who episode "Village of the Angels"
    "Village of the Angels" is a 2021 episode of the British sci-fi series Doctor Who that features the terrifying Weeping Angels in a suspenseful, horror-tinged storyline.
  • C. 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.
  • D. Doctor Who episode "Flesh and Stone"
    "Flesh and Stone" is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor and Amy Pond as they confront the terrifying Weeping Angels in a crashed starship’s maze-like forest.
  • E. Doctor Who episode "Journey’s End"
    "Journey’s End" is the climactic finale of Doctor Who’s fourth revived series, uniting multiple companions and parallel universes in a high-stakes confrontation with the Daleks.
  • 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 episode "Nightmare in Silver"
Triple: [Jamie Payne, directed, Doctor Who episode "Nightmare in Silver"]
Generated description
"Nightmare in Silver" is a 2013 Doctor Who episode written by Neil Gaiman that features the Eleventh Doctor facing an upgraded, more terrifying version of the Cybermen in a futuristic theme park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who episode "Nightmare in Silver"
Target entity description: "Nightmare in Silver" is a 2013 Doctor Who episode written by Neil Gaiman that features the Eleventh Doctor facing an upgraded, more terrifying version of the Cybermen in a futuristic theme park.
  • A. Doctor Who episode "Smith and Jones"
    "Smith and Jones" is a 2007 Doctor Who episode that introduces Martha Jones as the Tenth Doctor’s new companion in an adventure involving a hospital transported to the Moon and the Judoon.
  • B. Doctor Who episode "Village of the Angels"
    "Village of the Angels" is a 2021 episode of the British sci-fi series Doctor Who that features the terrifying Weeping Angels in a suspenseful, horror-tinged storyline.
  • C. 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.
  • D. Doctor Who episode "Flesh and Stone"
    "Flesh and Stone" is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor and Amy Pond as they confront the terrifying Weeping Angels in a crashed starship’s maze-like forest.
  • E. Doctor Who episode "Journey’s End"
    "Journey’s End" is the climactic finale of Doctor Who’s fourth revived series, uniting multiple companions and parallel universes in a high-stakes confrontation with the Daleks.
  • 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_69d889d22b848190a4663d0b8f8f76e7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e439993bac8190a72f6af529bd7cce completed April 19, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180e5043081908f31c2434e9b9647 completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a0182e466e8819096f61fb74d4147c5 completed May 11, 2026, 7:19 a.m.
NED2 Entity disambiguation (via description) batch_6a01840ddbb08190a542faba4ca26e5a completed May 11, 2026, 7:23 a.m.
Created at: April 10, 2026, 5:43 a.m.