Triple

T17837816
Position Surface form Disambiguated ID Type / Status
Subject Rachel Talalay E445437 entity
Predicate directed P7373 FINISHED
Object Doctor Who: "Heaven Sent"
Doctor Who: "Heaven Sent" is a critically acclaimed, largely single-hander episode of the long-running British sci-fi series, featuring the Twelfth Doctor trapped in a mysterious shifting castle and grappling with grief and confession.
E1294413 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: "Heaven Sent" | Statement: [Rachel Talalay, directed, Doctor Who: "Heaven Sent"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who: "Heaven Sent"
Context triple: [Rachel Talalay, directed, Doctor Who: "Heaven Sent"]
  • A. Doctor Who: "Death in Heaven"
    Doctor Who: "Death in Heaven" is the climactic Series 8 finale episode of the long-running British science fiction show, featuring the Twelfth Doctor facing a global Cyberman invasion and a devastating confrontation with Missy.
  • 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 Eleventh Hour
    Doctor Who: The Eleventh Hour is the 2010 Doctor Who episode that introduces Matt Smith’s Eleventh Doctor and Karen Gillan’s companion Amy Pond, launching a new era of the long-running sci-fi series.
  • D. Doctor Who: Bad Wolf
    "Doctor Who: Bad Wolf" is a 2005 episode of the revived British science fiction series Doctor Who in which the Ninth Doctor, Rose, and Captain Jack find themselves trapped in deadly futuristic game shows orchestrated by a mysterious force.
  • E. 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.
  • 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: "Heaven Sent"
Triple: [Rachel Talalay, directed, Doctor Who: "Heaven Sent"]
Generated description
Doctor Who: "Heaven Sent" is a critically acclaimed, largely single-hander episode of the long-running British sci-fi series, featuring the Twelfth Doctor trapped in a mysterious shifting castle and grappling with grief and confession.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who: "Heaven Sent"
Target entity description: Doctor Who: "Heaven Sent" is a critically acclaimed, largely single-hander episode of the long-running British sci-fi series, featuring the Twelfth Doctor trapped in a mysterious shifting castle and grappling with grief and confession.
  • A. Doctor Who: "Death in Heaven"
    Doctor Who: "Death in Heaven" is the climactic Series 8 finale episode of the long-running British science fiction show, featuring the Twelfth Doctor facing a global Cyberman invasion and a devastating confrontation with Missy.
  • 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 Eleventh Hour
    Doctor Who: The Eleventh Hour is the 2010 Doctor Who episode that introduces Matt Smith’s Eleventh Doctor and Karen Gillan’s companion Amy Pond, launching a new era of the long-running sci-fi series.
  • D. Doctor Who: Bad Wolf
    "Doctor Who: Bad Wolf" is a 2005 episode of the revived British science fiction series Doctor Who in which the Ninth Doctor, Rose, and Captain Jack find themselves trapped in deadly futuristic game shows orchestrated by a mysterious force.
  • E. 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.
  • 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_69d8b9f1a6d881909f024bc603111cdb completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48d28c14881909033abd09bbdb135 completed April 19, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313b707048190847024da11394ed3 completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a03178c8b6481909a9c25e82609cba2 completed May 12, 2026, 12:05 p.m.
NED2 Entity disambiguation (via description) batch_6a0317d7493081909022cfd6ffeb4fd4 completed May 12, 2026, 12:06 p.m.
Created at: April 10, 2026, 10:16 a.m.