Triple

T16328905
Position Surface form Disambiguated ID Type / Status
Subject Captain Jack Harkness E396496 entity
Predicate firstAppearance P795 FINISHED
Object Doctor Who episode "The Empty Child"
"The Empty Child" is a critically acclaimed 2005 Doctor Who episode set during the London Blitz, known for its eerie gas-mask child and for introducing the character Captain Jack Harkness.
 E1206542 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 Empty Child" | Statement: [Captain Jack Harkness, firstAppearance, Doctor Who episode "The Empty Child"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who episode "The Empty Child"
Context triple: [Captain Jack Harkness, firstAppearance, Doctor Who episode "The Empty Child"]
  • A. Doctor Who episode "An Unearthly Child"
    "An Unearthly Child" is the 1963 debut episode of the British science fiction series Doctor Who, introducing the Doctor, his time machine, and the show's central premise.
  • B. 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.
  • C. 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.
  • D. Doctor Who episode "The End of the World"
    The Face of Boe is a mysterious, ancient, and seemingly immortal alien being in the Doctor Who universe who appears periodically to deliver cryptic messages to the Doctor.
  • E. Doctor Who episode "Blink"
    "Blink" is a critically acclaimed 2007 Doctor Who episode, written by Steven Moffat, renowned for its time-bending narrative and introduction of the terrifying 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 "The Empty Child"
Triple: [Captain Jack Harkness, firstAppearance, Doctor Who episode "The Empty Child"]
Generated description
"The Empty Child" is a critically acclaimed 2005 Doctor Who episode set during the London Blitz, known for its eerie gas-mask child and for introducing the character Captain Jack Harkness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who episode "The Empty Child"
Target entity description: "The Empty Child" is a critically acclaimed 2005 Doctor Who episode set during the London Blitz, known for its eerie gas-mask child and for introducing the character Captain Jack Harkness.
  • A. Doctor Who episode "An Unearthly Child"
    "An Unearthly Child" is the 1963 debut episode of the British science fiction series Doctor Who, introducing the Doctor, his time machine, and the show's central premise.
  • B. 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.
  • C. 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.
  • D. Doctor Who episode "The End of the World"
    The Face of Boe is a mysterious, ancient, and seemingly immortal alien being in the Doctor Who universe who appears periodically to deliver cryptic messages to the Doctor.
  • E. Doctor Who episode "Blink"
    "Blink" is a critically acclaimed 2007 Doctor Who episode, written by Steven Moffat, renowned for its time-bending narrative and introduction of the terrifying 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2c4ddc5608190b24fe2e871691470 completed April 17, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00261134108190812da262b424a476 completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0026c9b5c481908f60d2ebfb3f71d7 completed May 10, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_6a00273dd8fc8190b84b8a96442781ee completed May 10, 2026, 6:35 a.m.
Created at: April 10, 2026, 5:07 a.m.