Triple

T15017509
Position Surface form Disambiguated ID Type / Status
Subject Parallel Earth E377993 entity
Predicate firstAppearance P795 FINISHED
Object 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.
E1131375 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 "Rise of the Cybermen" | Statement: [Parallel Earth, firstAppearance, Doctor Who episode "Rise of the Cybermen"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "Rise of the Cybermen"
Context triple: [Parallel Earth, firstAppearance, Doctor Who episode "Rise of the Cybermen"]
  • A. Doctor Who episode "Rose"
    "Rose" is the 2005 Doctor Who episode that launched the revived series, introducing Christopher Eccleston’s Ninth Doctor and Billie Piper’s Rose Tyler to a new generation of viewers.
  • B. 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.
  • C. Doctor Who episode "New Earth"
    "New Earth" is a 2006 Doctor Who episode set on a futuristic hospital planet, featuring the Tenth Doctor and Rose as they uncover sinister medical experiments and encounter returning characters like Cassandra and the Face of Boe.
  • 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 "Hell Bent"
    "Hell Bent" is a climactic episode of Doctor Who’s ninth series in which the Twelfth Doctor returns to Gallifrey, confronts the Time Lords, and goes to extreme lengths to save Clara Oswald, featuring iconic foes such as the Weeping Angels.
  • 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 "Rise of the Cybermen"
Triple: [Parallel Earth, firstAppearance, Doctor Who episode "Rise of the Cybermen"]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "Rise of the Cybermen"
Target entity description: "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.
  • A. Doctor Who episode "Rose"
    "Rose" is the 2005 Doctor Who episode that launched the revived series, introducing Christopher Eccleston’s Ninth Doctor and Billie Piper’s Rose Tyler to a new generation of viewers.
  • B. 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.
  • C. Doctor Who episode "New Earth"
    "New Earth" is a 2006 Doctor Who episode set on a futuristic hospital planet, featuring the Tenth Doctor and Rose as they uncover sinister medical experiments and encounter returning characters like Cassandra and the Face of Boe.
  • 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 "Hell Bent"
    "Hell Bent" is a climactic episode of Doctor Who’s ninth series in which the Twelfth Doctor returns to Gallifrey, confronts the Time Lords, and goes to extreme lengths to save Clara Oswald, featuring iconic foes such as the Weeping Angels.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7633fcc8190b2231f43252bc46f completed April 15, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96ae110c8190a0555590b9ddb36a completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe97c0a3688190a9f55376a1d7ad87 completed May 9, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69fe985cec608190888733cdc5bd71ea completed May 9, 2026, 2:13 a.m.
Created at: April 10, 2026, 2:55 a.m.