Triple

T9009020
Position Surface form Disambiguated ID Type / Status
Subject Neil Cross E215417 entity
Predicate notableWork P4 FINISHED
Object Doctor Who episodes "Hide"
"Hide" is a 2013 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor investigating a haunted house that conceals a time-travel mystery and a love story across dimensions.
 E771128 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 episodes "Hide" | Statement: [Neil Cross, notableWork, Doctor Who episodes "Hide"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who episodes "Hide"
Context triple: [Neil Cross, notableWork, Doctor Who episodes "Hide"]
  • A. Doctor Who episode "Blink"
    "Blink" is a critically acclaimed 2007 Doctor Who episode, written by Steven Moffat, renowned for its time-bending narrative and introduction of the terrifying Weeping Angels.
  • B. Doctor Who episode "Hell Bent"
    "Hell Bent" is a climactic episode of Doctor Who’s ninth series in which the Twelfth Doctor returns to Gallifrey, confronts the Time Lords, and goes to extreme lengths to save Clara Oswald, featuring iconic foes such as the Weeping Angels.
  • C. Doctor Who episode "Flesh and Stone"
    "Flesh and Stone" is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor and Amy Pond as they confront the terrifying Weeping Angels in a crashed starship’s maze-like forest.
  • D. Doctor Who episode "Village of the Angels"
    "Village of the Angels" is a 2021 episode of the British sci-fi series Doctor Who that features the terrifying Weeping Angels in a suspenseful, horror-tinged storyline.
  • E. Doctor Who episode "The Next Doctor"
    "The Next Doctor" is a 2008 Christmas special episode of Doctor Who featuring the Tenth Doctor encountering a man who believes he is the Doctor amid a Victorian-era Cybermen invasion.
  • 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 episodes "Hide"
Triple: [Neil Cross, notableWork, Doctor Who episodes "Hide"]
Generated description
"Hide" is a 2013 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor investigating a haunted house that conceals a time-travel mystery and a love story across dimensions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who episodes "Hide"
Target entity description: "Hide" is a 2013 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor investigating a haunted house that conceals a time-travel mystery and a love story across dimensions.
  • A. Doctor Who episode "Blink"
    "Blink" is a critically acclaimed 2007 Doctor Who episode, written by Steven Moffat, renowned for its time-bending narrative and introduction of the terrifying Weeping Angels.
  • B. Doctor Who episode "Hell Bent"
    "Hell Bent" is a climactic episode of Doctor Who’s ninth series in which the Twelfth Doctor returns to Gallifrey, confronts the Time Lords, and goes to extreme lengths to save Clara Oswald, featuring iconic foes such as the Weeping Angels.
  • C. Doctor Who episode "Flesh and Stone"
    "Flesh and Stone" is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor and Amy Pond as they confront the terrifying Weeping Angels in a crashed starship’s maze-like forest.
  • D. Doctor Who episode "Village of the Angels"
    "Village of the Angels" is a 2021 episode of the British sci-fi series Doctor Who that features the terrifying Weeping Angels in a suspenseful, horror-tinged storyline.
  • E. Doctor Who episode "The Next Doctor"
    "The Next Doctor" is a 2008 Christmas special episode of Doctor Who featuring the Tenth Doctor encountering a man who believes he is the Doctor amid a Victorian-era Cybermen invasion.
  • 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_69ca83a2bf088190986ee7a8eb90407d completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69bed8588190afc9cbca12b75a3b completed April 1, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0ec84348190944a2310a6a60448 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd221047c8190ac6c375d516ec57e completed April 3, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69cfd2f99dd881909be1cb2b947b9b4e completed April 3, 2026, 2:47 p.m.
Created at: March 30, 2026, 7:06 p.m.