Triple

T3906622
Position Surface form Disambiguated ID Type / Status
Subject Gwen Cooper E87216 entity
Predicate appearsInEpisode P795 FINISHED
Object Torchwood: Miracle Day
Torchwood: Miracle Day is the fourth series of the British science fiction drama Torchwood, focusing on a global event where humans stop dying and the Torchwood team investigates the cause.
 E12982 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: Torchwood: Miracle Day | Statement: [Gwen Cooper, appearsInEpisode, Torchwood: Miracle Day]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Torchwood: Miracle Day
Context triple: [Gwen Cooper, appearsInEpisode, Torchwood: Miracle Day]
  • A. Torchwood
    Torchwood is a British science fiction television series that follows a secret organization investigating extraterrestrial and supernatural phenomena in the same universe as Doctor Who.
  • B. 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.
  • C. Doctor Who: The End of Time
    Doctor Who: The End of Time is a two-part 2009–2010 Doctor Who television special that serves as the Tenth Doctor’s final story, featuring the return of the Time Lords and the climactic showdown with the Master.
  • D. The Pandorica Opens
    "The Pandorica Opens" is a 2010 Doctor Who episode that serves as the first part of the Series 5 finale, featuring the Eleventh Doctor facing an alliance of his greatest enemies around the mythical Pandorica.
  • E. Doctor Who: Bad Wolf
    "Doctor Who: Bad Wolf" is a 2005 episode of the revived British science fiction series Doctor Who in which the Ninth Doctor, Rose, and Captain Jack find themselves trapped in deadly futuristic game shows orchestrated by a mysterious force.
  • 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: Torchwood: Miracle Day
Triple: [Gwen Cooper, appearsInEpisode, Torchwood: Miracle Day]
Generated description
Torchwood: Miracle Day is the fourth series of the British science fiction drama Torchwood, focusing on a global event where humans stop dying and the Torchwood team investigates the cause.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Torchwood: Miracle Day
Target entity description: Torchwood: Miracle Day is the fourth series of the British science fiction drama Torchwood, focusing on a global event where humans stop dying and the Torchwood team investigates the cause.
  • A. Torchwood chosen
    Torchwood is a British science fiction television series that follows a secret organization investigating extraterrestrial and supernatural phenomena in the same universe as Doctor Who.
  • B. 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.
  • C. Doctor Who: The End of Time
    Doctor Who: The End of Time is a two-part 2009–2010 Doctor Who television special that serves as the Tenth Doctor’s final story, featuring the return of the Time Lords and the climactic showdown with the Master.
  • D. The Pandorica Opens
    "The Pandorica Opens" is a 2010 Doctor Who episode that serves as the first part of the Series 5 finale, featuring the Eleventh Doctor facing an alliance of his greatest enemies around the mythical Pandorica.
  • E. Doctor Who: Bad Wolf
    "Doctor Who: Bad Wolf" is a 2005 episode of the revived British science fiction series Doctor Who in which the Ninth Doctor, Rose, and Captain Jack find themselves trapped in deadly futuristic game shows orchestrated by a mysterious force.
  • F. None of above.

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_69aed9424514819086e9c58adde6652d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeed1290e48190aaf2d8b2a7be707a completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f0ebb588190bb7a935e066f9e4b completed March 14, 2026, 3:30 p.m.
NEDg Description generation batch_69b57f658e8081908a854ff8f06dd554 completed March 14, 2026, 3:31 p.m.
NED2 Entity disambiguation (via description) batch_69b57fbc18008190aa62be6296f108da completed March 14, 2026, 3:33 p.m.
Created at: March 9, 2026, 3:22 p.m.