Triple

T4677366
Position Surface form Disambiguated ID Type / Status
Subject Gareth David-Lloyd E103713 entity
Predicate appearedIn P795 FINISHED
Object Torchwood: Miracle Day
Torchwood: Miracle Day is the fourth series of the British science fiction drama Torchwood, depicting a global phenomenon where humans stop dying and its catastrophic consequences.
 E469651 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: [Gareth David-Lloyd, appearedIn, Torchwood: Miracle Day]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Torchwood: Miracle Day
Context triple: [Gareth David-Lloyd, appearedIn, Torchwood: Miracle Day]
  • A. Torchwood: Children of Earth
    Torchwood: Children of Earth is a critically acclaimed five-part miniseries in the British science fiction franchise Torchwood, depicting a dark government conspiracy involving alien contact and the world's children.
  • B. 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.
  • C. 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.
  • D. Doctor Who: Flux
    Doctor Who: Flux is the thirteenth series of the long-running British science fiction television show Doctor Who, presented as a single serialized story arc featuring Jodie Whittaker as the Thirteenth Doctor.
  • E. Torchwood episode "Exit Wounds"
    "Exit Wounds" is the climactic second-series finale of the British sci-fi drama Torchwood, notable for its dark tone, major character deaths, and the return of Captain Jack Harkness’s brother Gray as the central antagonist.
  • 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: [Gareth David-Lloyd, appearedIn, Torchwood: Miracle Day]
Generated description
Torchwood: Miracle Day is the fourth series of the British science fiction drama Torchwood, depicting a global phenomenon where humans stop dying and its catastrophic consequences.
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, depicting a global phenomenon where humans stop dying and its catastrophic consequences.
  • A. Torchwood: Children of Earth
    Torchwood: Children of Earth is a critically acclaimed five-part miniseries in the British science fiction franchise Torchwood, depicting a dark government conspiracy involving alien contact and the world's children.
  • B. 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.
  • C. 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.
  • D. Doctor Who: Flux
    Doctor Who: Flux is the thirteenth series of the long-running British science fiction television show Doctor Who, presented as a single serialized story arc featuring Jodie Whittaker as the Thirteenth Doctor.
  • E. Torchwood episode "Exit Wounds"
    "Exit Wounds" is the climactic second-series finale of the British sci-fi drama Torchwood, notable for its dark tone, major character deaths, and the return of Captain Jack Harkness’s brother Gray as the central antagonist.
  • 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_69bd43dda32c8190938b37744ca270fc completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63698a548190831863adddd32f31 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4399ded08190ba97c9c2f98395ec completed March 21, 2026, 7:07 a.m.
NEDg Description generation batch_69be4544ebe88190a2391484ac3ab18d completed March 21, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69be45bc7b2c8190aa293d2c10077864 completed March 21, 2026, 7:16 a.m.
Created at: March 20, 2026, 1:16 p.m.