Triple

T13041502
Position Surface form Disambiguated ID Type / Status
Subject Samuel Anderson E327202 entity
Predicate notableWork P4 FINISHED
Object 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.
 E1021406 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: Dark Water | Statement: [Samuel Anderson, notableWork, Doctor Who: Dark Water]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who: Dark Water
Context triple: [Samuel Anderson, notableWork, Doctor Who: Dark Water]
  • A. Doctor Who: Nightshade
    Doctor Who: Nightshade is a 1992 science fiction novel in the Doctor Who New Adventures range, featuring the Seventh Doctor and Ace in a story blending alien horror with themes of nostalgia and fading celebrity.
  • B. 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.
  • 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: Last of the Gaderene
    Doctor Who: Last of the Gaderene is a BBC Past Doctor Adventures novel featuring the Third Doctor and UNIT, blending classic 1970s-style alien invasion and conspiracy themes within the Doctor Who universe.
  • E. Doctor Who: Love & Monsters
    Doctor Who: Love & Monsters is a 2006 episode of the British science fiction series Doctor Who, notable for its unconventional narrative focusing on a group of ordinary people obsessed with the Doctor and featuring Shirley Henderson in a guest role.
  • 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: Dark Water
Triple: [Samuel Anderson, notableWork, Doctor Who: Dark Water]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who: Dark Water
Target entity description: 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.
  • A. Doctor Who: Nightshade
    Doctor Who: Nightshade is a 1992 science fiction novel in the Doctor Who New Adventures range, featuring the Seventh Doctor and Ace in a story blending alien horror with themes of nostalgia and fading celebrity.
  • B. 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.
  • 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: Last of the Gaderene
    Doctor Who: Last of the Gaderene is a BBC Past Doctor Adventures novel featuring the Third Doctor and UNIT, blending classic 1970s-style alien invasion and conspiracy themes within the Doctor Who universe.
  • E. Doctor Who: Love & Monsters
    Doctor Who: Love & Monsters is a 2006 episode of the British science fiction series Doctor Who, notable for its unconventional narrative focusing on a group of ordinary people obsessed with the Doctor and featuring Shirley Henderson in a guest role.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9804f0318819081516e2ca1de6797 completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e269c18481908e0b46c298a946ca completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e32bf5508190b4dc58971f8f64d0 completed May 3, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69f6e407dd988190b928b8931985a815 completed May 3, 2026, 5:58 a.m.
Created at: April 9, 2026, 8:56 p.m.