Triple

T14240350
Position Surface form Disambiguated ID Type / Status
Subject The Master (Doctor Who) E352985 entity
Predicate notableStory P7331 FINISHED
Object The Doctor Falls
"The Doctor Falls" is the climactic finale of Doctor Who’s tenth series, featuring the Twelfth Doctor’s confrontation with the Master and Missy amid a deadly Cyberman uprising.
E1088860 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: The Doctor Falls | Statement: [The Master (Doctor Who), notableStory, The Doctor Falls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Doctor Falls
Context triple: [The Master (Doctor Who), notableStory, The Doctor Falls]
  • A. The Name of the Doctor
    "The Name of the Doctor" is a 2013 episode of the British science fiction series Doctor Who that serves as the Series 7 finale and introduces the previously unseen incarnation known as the War Doctor.
  • B. Death of the Doctor
    "Death of the Doctor" is a 2010 episode of The Sarah Jane Adventures that features the Eleventh Doctor and the return of classic Doctor Who companions Jo Grant and Sarah Jane Smith.
  • C. The Next Doctor
    "The Next Doctor" is a 2008 Doctor Who Christmas special in which the Tenth Doctor encounters a mysterious man in Victorian London who believes himself to be the Doctor amid a Cybermen invasion.
  • D. The Doctor Came at Dawn
    The Doctor Came at Dawn is a stark, minimalist 1996 indie folk album by Bill Callahan’s project Smog, known for its dark, introspective songwriting and lo-fi production.
  • E. The Doctor Takes a Wife
    The Doctor Takes a Wife is a 1937 American romantic comedy film shot by cinematographer Joseph Walker.
  • 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: The Doctor Falls
Triple: [The Master (Doctor Who), notableStory, The Doctor Falls]
Generated description
"The Doctor Falls" is the climactic finale of Doctor Who’s tenth series, featuring the Twelfth Doctor’s confrontation with the Master and Missy amid a deadly Cyberman uprising.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Doctor Falls
Target entity description: "The Doctor Falls" is the climactic finale of Doctor Who’s tenth series, featuring the Twelfth Doctor’s confrontation with the Master and Missy amid a deadly Cyberman uprising.
  • A. The Name of the Doctor
    "The Name of the Doctor" is a 2013 episode of the British science fiction series Doctor Who that serves as the Series 7 finale and introduces the previously unseen incarnation known as the War Doctor.
  • B. Death of the Doctor
    "Death of the Doctor" is a 2010 episode of The Sarah Jane Adventures that features the Eleventh Doctor and the return of classic Doctor Who companions Jo Grant and Sarah Jane Smith.
  • C. The Next Doctor
    "The Next Doctor" is a 2008 Doctor Who Christmas special in which the Tenth Doctor encounters a mysterious man in Victorian London who believes himself to be the Doctor amid a Cybermen invasion.
  • D. The Doctor Came at Dawn
    The Doctor Came at Dawn is a stark, minimalist 1996 indie folk album by Bill Callahan’s project Smog, known for its dark, introspective songwriting and lo-fi production.
  • E. The Doctor Takes a Wife
    The Doctor Takes a Wife is a 1937 American romantic comedy film shot by cinematographer Joseph Walker.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de62432fb48190b153805b85c4f2d2 completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3253fc2c8190ba2da6fe6a910d85 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd33acbce88190ac84ad188aa24726 completed May 8, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69fd342b64b88190b85383f6f51970ed completed May 8, 2026, 12:54 a.m.
Created at: April 10, 2026, 1:08 a.m.