Triple

T18901682
Position Surface form Disambiguated ID Type / Status
Subject Piers Anthony E462353 entity
Predicate notableWork P4 FINISHED
Object Demons Don't Dream
Demons Don't Dream is a fantasy novel by Piers Anthony set in his whimsical Xanth universe, blending magical adventure with pun-filled humor.
E1348122 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: Demons Don't Dream | Statement: [Piers Anthony, notableWork, Demons Don't Dream]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Demons Don't Dream
Context triple: [Piers Anthony, notableWork, Demons Don't Dream]
  • A. Releasing the Demons
    "Releasing the Demons" is a song by the American heavy metal band Faceless.
  • B. We Have Demons
    We Have Demons is a horror-infused comic book series written by Scott Snyder that blends supernatural action with character-driven storytelling.
  • C. The Dead Don’t Dream
    The Dead Don’t Dream is a 1948 American mystery film in the Michael Shayne detective series, starring Lloyd Nolan as the wisecracking private eye.
  • D. Everybody Dies in Their Nightmares
    "Everybody Dies in Their Nightmares" is a dark, introspective hip-hop track by XXXTentacion that explores themes of depression, mortality, and emotional turmoil over a minimalist, moody beat.
  • E. Worse Dreams
    "Worse Dreams" is a song by the American rock band Soundgarden from their 2012 reunion album "King Animal."
  • 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: Demons Don't Dream
Triple: [Piers Anthony, notableWork, Demons Don't Dream]
Generated description
Demons Don't Dream is a fantasy novel by Piers Anthony set in his whimsical Xanth universe, blending magical adventure with pun-filled humor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Demons Don't Dream
Target entity description: Demons Don't Dream is a fantasy novel by Piers Anthony set in his whimsical Xanth universe, blending magical adventure with pun-filled humor.
  • A. Releasing the Demons
    "Releasing the Demons" is a song by the American heavy metal band Faceless.
  • B. We Have Demons
    We Have Demons is a horror-infused comic book series written by Scott Snyder that blends supernatural action with character-driven storytelling.
  • C. The Dead Don’t Dream
    The Dead Don’t Dream is a 1948 American mystery film in the Michael Shayne detective series, starring Lloyd Nolan as the wisecracking private eye.
  • D. Everybody Dies in Their Nightmares
    "Everybody Dies in Their Nightmares" is a dark, introspective hip-hop track by XXXTentacion that explores themes of depression, mortality, and emotional turmoil over a minimalist, moody beat.
  • E. Worse Dreams
    "Worse Dreams" is a song by the American rock band Soundgarden from their 2012 reunion album "King Animal."
  • 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_69d8dcfd05bc819088903cca13cc2846 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c52954bc8190a237627c09615ac1 completed April 20, 2026, 6:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0582bc878c8190bfb5f058aa272225 completed May 14, 2026, 8:07 a.m.
NEDg Description generation batch_6a05871baa5881908c3c0f407b2d82c0 completed May 14, 2026, 8:26 a.m.
NED2 Entity disambiguation (via description) batch_6a0587acbf1c819088bae20aa89783eb completed May 14, 2026, 8:28 a.m.
Created at: April 10, 2026, 11:58 a.m.