Triple

T14449420
Position Surface form Disambiguated ID Type / Status
Subject Mr Saxon E358291 entity
Predicate firstMention P48093 FINISHED
Object Doctor Who episode "The Lazarus Experiment"
"The Lazarus Experiment" is a 2007 Doctor Who episode featuring the Tenth Doctor and Martha Jones, notable for introducing the shadowy political figure Mr Saxon whose influence looms over the series.
E1099731 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 episode "The Lazarus Experiment" | Statement: [Mr Saxon, firstMention, Doctor Who episode "The Lazarus Experiment"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "The Lazarus Experiment"
Context triple: [Mr Saxon, firstMention, Doctor Who episode "The Lazarus Experiment"]
  • A. 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.
  • B. Doctor Who episode "The End of the World"
    The Face of Boe is a mysterious, ancient, and seemingly immortal alien being in the Doctor Who universe who appears periodically to deliver cryptic messages to the Doctor.
  • C. 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.
  • D. Doctor Who episode "The Time of Angels"
    "The Time of Angels" is a 2010 Doctor Who episode featuring the Eleventh Doctor and River Song facing the terrifying Weeping Angels in a suspenseful, horror-tinged sci-fi adventure.
  • E. 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.
  • 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 episode "The Lazarus Experiment"
Triple: [Mr Saxon, firstMention, Doctor Who episode "The Lazarus Experiment"]
Generated description
"The Lazarus Experiment" is a 2007 Doctor Who episode featuring the Tenth Doctor and Martha Jones, notable for introducing the shadowy political figure Mr Saxon whose influence looms over the series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "The Lazarus Experiment"
Target entity description: "The Lazarus Experiment" is a 2007 Doctor Who episode featuring the Tenth Doctor and Martha Jones, notable for introducing the shadowy political figure Mr Saxon whose influence looms over the series.
  • A. 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.
  • B. Doctor Who episode "The End of the World"
    The Face of Boe is a mysterious, ancient, and seemingly immortal alien being in the Doctor Who universe who appears periodically to deliver cryptic messages to the Doctor.
  • C. 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.
  • D. Doctor Who episode "The Time of Angels"
    "The Time of Angels" is a 2010 Doctor Who episode featuring the Eleventh Doctor and River Song facing the terrifying Weeping Angels in a suspenseful, horror-tinged sci-fi adventure.
  • E. 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.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de916139888190be219678e29a2a3a completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bdf451c8190baaa3f7500eaea16 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5c549f6c819085f8aad53d2a770f completed May 8, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd5cc9ec1c8190b761c9459ca0c52e completed May 8, 2026, 3:47 a.m.
Created at: April 10, 2026, 1:19 a.m.