Triple

T16086525
Position Surface form Disambiguated ID Type / Status
Subject Adam Smith (director) E390241 entity
Predicate directed P7373 FINISHED
Object Doctor Who: The Time of Angels
Doctor Who: The Time of Angels is a 2010 episode of the British science fiction series Doctor Who that features the Eleventh Doctor and River Song facing the terrifying Weeping Angels.
E1192403 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 Time of Angels | Statement: [Adam Smith (director), directed, Doctor Who: The Time of Angels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who: The Time of Angels
Context triple: [Adam Smith (director), directed, Doctor Who: The Time of Angels]
  • A. 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.
  • B. Doctor Who: The Parting of the Ways
    "Doctor Who: The Parting of the Ways" is the climactic 2005 series finale of the British science fiction show Doctor Who, featuring the Ninth Doctor’s regeneration and a large-scale Dalek invasion.
  • 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: Arc of Infinity
    Doctor Who: Arc of Infinity is a 1983 serial from the long-running British science fiction television series Doctor Who, featuring the Fifth Doctor in a story set partly on the Time Lords’ home planet of Gallifrey.
  • E. 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.
  • 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 Time of Angels
Triple: [Adam Smith (director), directed, Doctor Who: The Time of Angels]
Generated description
Doctor Who: The Time of Angels is a 2010 episode of the British science fiction series Doctor Who that features the Eleventh Doctor and River Song facing the terrifying Weeping Angels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who: The Time of Angels
Target entity description: Doctor Who: The Time of Angels is a 2010 episode of the British science fiction series Doctor Who that features the Eleventh Doctor and River Song facing the terrifying Weeping Angels.
  • A. 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.
  • B. Doctor Who: The Parting of the Ways
    "Doctor Who: The Parting of the Ways" is the climactic 2005 series finale of the British science fiction show Doctor Who, featuring the Ninth Doctor’s regeneration and a large-scale Dalek invasion.
  • 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: Arc of Infinity
    Doctor Who: Arc of Infinity is a 1983 serial from the long-running British science fiction television series Doctor Who, featuring the Fifth Doctor in a story set partly on the Time Lords’ home planet of Gallifrey.
  • E. Doctor Who: Flesh and Stone chosen
    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.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1844f95508190a06dad0ccc9b6191 completed April 17, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb934b448190a486401ac6c01065 completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffefb0225881909982c384a5beb50a completed May 10, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69fff01e1b808190931fff3e91939b82 completed May 10, 2026, 2:40 a.m.
Created at: April 10, 2026, 4:59 a.m.