Triple

T16329106
Position Surface form Disambiguated ID Type / Status
Subject Time Agency E396500 entity
Predicate appearsInEpisode P795 FINISHED
Object Doctor Who: The Empty Child
"Doctor Who: The Empty Child" is a critically acclaimed 2005 episode of the British science fiction series Doctor Who, known for its eerie World War II setting, the introduction of Captain Jack Harkness, and its chilling gas-mask child antagonist.
 E1206543 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: The Empty Child | Statement: [Time Agency, appearsInEpisode, Doctor Who: The Empty Child]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who: The Empty Child
Context triple: [Time Agency, appearsInEpisode, Doctor Who: The Empty Child]
  • A. Doctor Who: Dark Water
    Doctor Who: Dark Water is an episode of the long-running British science fiction television series Doctor Who, featuring the Twelfth Doctor and serving as the first part of the Series 8 finale.
  • 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 Visitation
    Doctor Who: The Visitation is a 1982 serial from the long-running British science fiction television series Doctor Who, featuring the Fifth Doctor and involving an alien plot set during the Great Plague era in England.
  • D. Doctor Who: Flesh and Stone
    Doctor Who: Flesh and Stone is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor facing the Weeping Angels aboard the starship Byzantium.
  • E. Doctor Who: The Lost Dimension
    Doctor Who: The Lost Dimension is a multi-Doctor comic book crossover event that unites various incarnations of the Doctor in a universe-spanning adventure.
  • 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: The Empty Child
Triple: [Time Agency, appearsInEpisode, Doctor Who: The Empty Child]
Generated description
"Doctor Who: The Empty Child" is a critically acclaimed 2005 episode of the British science fiction series Doctor Who, known for its eerie World War II setting, the introduction of Captain Jack Harkness, and its chilling gas-mask child antagonist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who: The Empty Child
Target entity description: "Doctor Who: The Empty Child" is a critically acclaimed 2005 episode of the British science fiction series Doctor Who, known for its eerie World War II setting, the introduction of Captain Jack Harkness, and its chilling gas-mask child antagonist.
  • A. Doctor Who: Dark Water
    Doctor Who: Dark Water is an episode of the long-running British science fiction television series Doctor Who, featuring the Twelfth Doctor and serving as the first part of the Series 8 finale.
  • 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 Visitation
    Doctor Who: The Visitation is a 1982 serial from the long-running British science fiction television series Doctor Who, featuring the Fifth Doctor and involving an alien plot set during the Great Plague era in England.
  • D. Doctor Who: Flesh and Stone
    Doctor Who: Flesh and Stone is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor facing the Weeping Angels aboard the starship Byzantium.
  • E. Doctor Who: The Lost Dimension
    Doctor Who: The Lost Dimension is a multi-Doctor comic book crossover event that unites various incarnations of the Doctor in a universe-spanning adventure.
  • 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.