Triple

T14238501
Position Surface form Disambiguated ID Type / Status
Subject Jo Grant E352947 entity
Predicate returnAppearanceStory P113342 FINISHED
Object 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.
E1088243 NE FINISHED

How this triple was built (5 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: Death of the Doctor | Statement: [Jo Grant, returnAppearanceStory, Death of the Doctor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Death of the Doctor
Context triple: [Jo Grant, returnAppearanceStory, Death of the Doctor]
  • 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. 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.
  • C. The Time of the Doctor
    The Time of the Doctor is a 2013 Doctor Who Christmas special that serves as the Eleventh Doctor’s final episode, resolving long-running story arcs and introducing the Twelfth Doctor.
  • 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. Last of the Time Lords
    "Last of the Time Lords" is the climactic final episode of a three-part story arc in the British science fiction series Doctor Who, concluding the Tenth Doctor’s confrontation with the Master in a dystopian future Earth.
  • 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: Death of the Doctor
Triple: [Jo Grant, returnAppearanceStory, Death of the Doctor]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Death of the Doctor
Target entity description: "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.
  • 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. 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.
  • C. The Time of the Doctor
    The Time of the Doctor is a 2013 Doctor Who Christmas special that serves as the Eleventh Doctor’s final episode, resolving long-running story arcs and introducing the Twelfth Doctor.
  • 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. Last of the Time Lords
    "Last of the Time Lords" is the climactic final episode of a three-part story arc in the British science fiction series Doctor Who, concluding the Tenth Doctor’s confrontation with the Master in a dystopian future Earth.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: returnAppearanceStory
Context triple: [Jo Grant, returnAppearanceStory, Death of the Doctor]
  • A. returnAppearance
    Indicates that one entity resumes or restores a previous visual form, style, or outward appearance of another entity or of itself.
  • B. reappearsIn
    Indicates that an entity that previously appeared becomes present or visible again in the same or another context.
  • C. appearsInShortStoryBy
    Indicates that one entity is a character, element, or subject that appears within a short story authored by another entity.
  • D. reappearsAt
    Indicates that an entity, after having disappeared or been absent, becomes present again at a specific location or point in time.
  • E. appearsInNarrativeStyle
    Indicates that one entity is presented or expressed using the narrative style, voice, or storytelling mode associated with another entity.
  • F. None of above. chosen

Provenance (7 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_69fd281f80548190ad489c418f27e82c completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2b2363f881909e04edd850166dd5 completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2cf1a1248190a97644dadf1717bc completed May 8, 2026, 12:23 a.m.
PD Predicate disambiguation batch_69de05bf069c8190b69f00f00f5eb126 completed April 14, 2026, 9:15 a.m.
PDg Predicate description generation batch_69de239a02e881909b0e2679487e4ab2 completed April 14, 2026, 11:23 a.m.
Created at: April 10, 2026, 1:08 a.m.