Triple

T21288206
Position Surface form Disambiguated ID Type / Status
Subject Rachael Stirling E524716 entity
Predicate appearedIn P795 FINISHED
Object Doctor Who episode "The Crimson Horror"
"The Crimson Horror" is a 2013 Doctor Who episode set in Victorian Yorkshire, featuring the Eleventh Doctor investigating a sinister factory and notable for co-starring Diana Rigg and her daughter Rachael Stirling.
E1476251 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 "The Crimson Horror" | Statement: [Rachael Stirling, appearedIn, Doctor Who episode "The Crimson Horror"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "The Crimson Horror"
Context triple: [Rachael Stirling, appearedIn, Doctor Who episode "The Crimson Horror"]
  • A. 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.
  • B. Doctor Who episode "The Unquiet Dead"
    "The Unquiet Dead" is a 2005 Doctor Who episode set in Victorian Cardiff where the Ninth Doctor and Rose encounter Charles Dickens and battle gaseous alien beings animating corpses.
  • C. 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.
  • D. 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.
  • E. Doctor Who episode "The Unicorn and the Wasp"
    "The Unicorn and the Wasp" is a 2008 Doctor Who episode set in 1920s England in which the Tenth Doctor and Donna Noble meet Agatha Christie and investigate a murder mystery with science-fiction twists.
  • 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 "The Crimson Horror"
Triple: [Rachael Stirling, appearedIn, Doctor Who episode "The Crimson Horror"]
Generated description
"The Crimson Horror" is a 2013 Doctor Who episode set in Victorian Yorkshire, featuring the Eleventh Doctor investigating a sinister factory and notable for co-starring Diana Rigg and her daughter Rachael Stirling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "The Crimson Horror"
Target entity description: "The Crimson Horror" is a 2013 Doctor Who episode set in Victorian Yorkshire, featuring the Eleventh Doctor investigating a sinister factory and notable for co-starring Diana Rigg and her daughter Rachael Stirling.
  • A. 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.
  • B. Doctor Who episode "The Unquiet Dead"
    "The Unquiet Dead" is a 2005 Doctor Who episode set in Victorian Cardiff where the Ninth Doctor and Rose encounter Charles Dickens and battle gaseous alien beings animating corpses.
  • C. 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.
  • D. 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.
  • E. Doctor Who episode "The Unicorn and the Wasp"
    "The Unicorn and the Wasp" is a 2008 Doctor Who episode set in 1920s England in which the Tenth Doctor and Donna Noble meet Agatha Christie and investigate a murder mystery with science-fiction twists.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e736d7c57c8190bc4180ea590a62d4 completed April 21, 2026, 8:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09980c3fbc8190aefe065a0d6cd8b5 completed May 17, 2026, 10:27 a.m.
NEDg Description generation batch_6a0998a3326481908a4dfddfb7b2ecd9 completed May 17, 2026, 10:29 a.m.
NED2 Entity disambiguation (via description) batch_6a09996c8d7c81908cc9874f6e1a3fff completed May 17, 2026, 10:33 a.m.
Created at: April 16, 2026, 4:03 p.m.