Triple

T14287095
Position Surface form Disambiguated ID Type / Status
Subject World Enough and Time E354202 entity
Predicate precededBy P97 FINISHED
Object The Eaters of Light
"The Eaters of Light" is a 2017 Doctor Who episode from Series 10 in which the Twelfth Doctor, Bill, and Nardole investigate the fate of the lost Ninth Roman Legion in ancient Scotland while confronting a deadly light-consuming creature.
E1090772 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 Eaters of Light | Statement: [World Enough and Time, precededBy, The Eaters of Light]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Eaters of Light
Context triple: [World Enough and Time, precededBy, The Eaters of Light]
  • A. The Luminous Darkness
    The Luminous Darkness is a theological and social reflection by Howard Thurman that explores race, spirituality, and the quest for reconciliation in a segregated America.
  • B. The Light That Blinds
    "The Light That Blinds" is a song by American metal band Shadows Fall, known for its melodic thrash metal style and prominence on the album *The War Within*.
  • C. The Dying of the Light
    The Dying of the Light is a musical work composed by Academy Award–winning British composer Stephen Warbeck.
  • D. The Dark of the Sun
    The Dark of the Sun is a 1965 adventure novel by Wilbur Smith set during the Congo Crisis, following mercenaries on a perilous mission through war-torn Central Africa.
  • E. Light of a Vaster Dark
    Light of a Vaster Dark is an experimental folk album by the avant-folk duo Faun Fables, known for its theatrical storytelling and eclectic, mythic soundscapes.
  • 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 Eaters of Light
Triple: [World Enough and Time, precededBy, The Eaters of Light]
Generated description
"The Eaters of Light" is a 2017 Doctor Who episode from Series 10 in which the Twelfth Doctor, Bill, and Nardole investigate the fate of the lost Ninth Roman Legion in ancient Scotland while confronting a deadly light-consuming creature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Eaters of Light
Target entity description: "The Eaters of Light" is a 2017 Doctor Who episode from Series 10 in which the Twelfth Doctor, Bill, and Nardole investigate the fate of the lost Ninth Roman Legion in ancient Scotland while confronting a deadly light-consuming creature.
  • A. The Luminous Darkness
    The Luminous Darkness is a theological and social reflection by Howard Thurman that explores race, spirituality, and the quest for reconciliation in a segregated America.
  • B. The Light That Blinds
    "The Light That Blinds" is a song by American metal band Shadows Fall, known for its melodic thrash metal style and prominence on the album *The War Within*.
  • C. The Dying of the Light
    The Dying of the Light is a musical work composed by Academy Award–winning British composer Stephen Warbeck.
  • D. The Dark of the Sun
    The Dark of the Sun is a 1965 adventure novel by Wilbur Smith set during the Congo Crisis, following mercenaries on a perilous mission through war-torn Central Africa.
  • E. Light of a Vaster Dark
    Light of a Vaster Dark is an experimental folk album by the avant-folk duo Faun Fables, known for its theatrical storytelling and eclectic, mythic soundscapes.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de698023288190b1d705235c2b2ca3 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1c4d988190b595e6a33ef96c28 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3da6f0648190876dd86dd51e72cc completed May 8, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e30868481908b55b368ab45c7fb completed May 8, 2026, 1:36 a.m.
Created at: April 10, 2026, 1:11 a.m.