Triple

T9438083
Position Surface form Disambiguated ID Type / Status
Subject Jack Williamson E227567 entity
Predicate notableWork P4 FINISHED
Object Darker Than You Think
Darker Than You Think is a classic 1948 dark fantasy and science fiction novel by Jack Williamson that explores shape-shifting, witchcraft, and the hidden survival of an ancient race alongside humanity.
E799785 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: Darker Than You Think | Statement: [Jack Williamson, notableWork, Darker Than You Think]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darker Than You Think
Context triple: [Jack Williamson, notableWork, Darker Than You Think]
  • 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. 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.
  • C. I See a Darkness
    I See a Darkness is a critically acclaimed 1999 indie folk album by Bonnie "Prince" Billy, known for its stark, introspective songwriting and haunting, minimalist sound.
  • D. After the Dark
    After the Dark is a 2013 philosophical science-fiction thriller film that explores moral dilemmas through a series of apocalyptic thought experiments conducted by a high school philosophy class.
  • E. Things That I Do in the Dark
    Things That I Do in the Dark is a poetry collection by June Jordan that explores Black womanhood, political struggle, and personal liberation through bold, intimate verse.
  • 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: Darker Than You Think
Triple: [Jack Williamson, notableWork, Darker Than You Think]
Generated description
Darker Than You Think is a classic 1948 dark fantasy and science fiction novel by Jack Williamson that explores shape-shifting, witchcraft, and the hidden survival of an ancient race alongside humanity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darker Than You Think
Target entity description: Darker Than You Think is a classic 1948 dark fantasy and science fiction novel by Jack Williamson that explores shape-shifting, witchcraft, and the hidden survival of an ancient race alongside humanity.
  • 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. 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.
  • C. I See a Darkness
    I See a Darkness is a critically acclaimed 1999 indie folk album by Bonnie "Prince" Billy, known for its stark, introspective songwriting and haunting, minimalist sound.
  • D. After the Dark
    After the Dark is a 2013 philosophical science-fiction thriller film that explores moral dilemmas through a series of apocalyptic thought experiments conducted by a high school philosophy class.
  • E. Things That I Do in the Dark
    Things That I Do in the Dark is a poetry collection by June Jordan that explores Black womanhood, political struggle, and personal liberation through bold, intimate verse.
  • 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_69ca8437a7ac81908651de48f2d2141d completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7edff5e881909b72976e8909ba4b completed April 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d11053d8008190a29575149d2e027f completed April 4, 2026, 1:21 p.m.
NEDg Description generation batch_69d111a770c881909a2902d36cd7913c completed April 4, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69d112634fb48190b4c7e9d997d27928 completed April 4, 2026, 1:30 p.m.
Created at: March 30, 2026, 7:50 p.m.