Triple

T5310534
Position Surface form Disambiguated ID Type / Status
Subject William Golding E119014 entity
Predicate notableWork P4 FINISHED
Object Darkness Visible
Darkness Visible is a 1979 novel by William Golding that explores themes of good, evil, and human corruption through the intertwined lives of a disfigured mystic and a pair of troubled twins.
E509855 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: Darkness Visible | Statement: [William Golding, notableWork, Darkness Visible]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darkness Visible
Context triple: [William Golding, notableWork, Darkness Visible]
  • A. Even in Darkness
    Even in Darkness is a 2001 collaborative hip hop album by the Dungeon Family collective, showcasing members like Outkast and Goodie Mob over Southern-fried, funk-influenced production.
  • B. Spotless Mind
    "Spotless Mind" is a mellow, introspective R&B track by Jhené Aiko that explores themes of emotional detachment and transient relationships.
  • C. The Light We Carry
    The Light We Carry is a 2022 nonfiction book by Michelle Obama that offers personal reflections and practical wisdom on resilience, hope, and navigating uncertainty.
  • D. Out of the Dark
    Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
  • E. Full Dark, No Stars
    Full Dark, No Stars is a collection of four novellas by Stephen King that explore themes of revenge, guilt, and the darker sides of human nature.
  • 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: Darkness Visible
Triple: [William Golding, notableWork, Darkness Visible]
Generated description
Darkness Visible is a 1979 novel by William Golding that explores themes of good, evil, and human corruption through the intertwined lives of a disfigured mystic and a pair of troubled twins.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darkness Visible
Target entity description: Darkness Visible is a 1979 novel by William Golding that explores themes of good, evil, and human corruption through the intertwined lives of a disfigured mystic and a pair of troubled twins.
  • A. Even in Darkness
    Even in Darkness is a 2001 collaborative hip hop album by the Dungeon Family collective, showcasing members like Outkast and Goodie Mob over Southern-fried, funk-influenced production.
  • B. Spotless Mind
    "Spotless Mind" is a mellow, introspective R&B track by Jhené Aiko that explores themes of emotional detachment and transient relationships.
  • C. The Light We Carry
    The Light We Carry is a 2022 nonfiction book by Michelle Obama that offers personal reflections and practical wisdom on resilience, hope, and navigating uncertainty.
  • D. Out of the Dark
    Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
  • E. Full Dark, No Stars
    Full Dark, No Stars is a collection of four novellas by Stephen King that explore themes of revenge, guilt, and the darker sides of human nature.
  • 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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd85343ae08190bd9801ea4eac7003 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf11033c448190ab64600913ee8a9c completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11c162f48190bdc56fea62575643 completed March 21, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69bf1237a644819081b1f1013e23cc66 completed March 21, 2026, 9:48 p.m.
Created at: March 20, 2026, 1:53 p.m.