Triple

T18901870
Position Surface form Disambiguated ID Type / Status
Subject Apprentice Adept series E462356 entity
Predicate hasPart P35 FINISHED
Object Blue Adept
Blue Adept is a fantasy/science fiction novel by Piers Anthony, part of his Apprentice Adept series that blends magic and technology across parallel worlds.
E1348160 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: Blue Adept | Statement: [Apprentice Adept series, hasPart, Blue Adept]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blue Adept
Context triple: [Apprentice Adept series, hasPart, Blue Adept]
  • A. Bodhi Rook
    Bodhi Rook is a former Imperial cargo pilot who defects to the Rebel Alliance and plays a crucial role in delivering vital Death Star plans in the film "Rogue One: A Star Wars Story."
  • B. Electus
    Electus is a television and digital content production company founded by Ben Silverman, known for creating and distributing a wide range of scripted and unscripted entertainment.
  • C. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • D. Dani Ardor
    Dani Ardor is the emotionally traumatized American graduate student who becomes entangled with a sinister Swedish pagan cult in Ari Aster’s 2019 folk horror film "Midsommar."
  • E. Blumine
    Blumine is an early, lyrical movement originally composed by Gustav Mahler for his Symphony No. 1 in D major, later removed and often performed as a standalone piece.
  • 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: Blue Adept
Triple: [Apprentice Adept series, hasPart, Blue Adept]
Generated description
Blue Adept is a fantasy/science fiction novel by Piers Anthony, part of his Apprentice Adept series that blends magic and technology across parallel worlds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blue Adept
Target entity description: Blue Adept is a fantasy/science fiction novel by Piers Anthony, part of his Apprentice Adept series that blends magic and technology across parallel worlds.
  • A. Bodhi Rook
    Bodhi Rook is a former Imperial cargo pilot who defects to the Rebel Alliance and plays a crucial role in delivering vital Death Star plans in the film "Rogue One: A Star Wars Story."
  • B. Electus
    Electus is a television and digital content production company founded by Ben Silverman, known for creating and distributing a wide range of scripted and unscripted entertainment.
  • C. Shriever
    Shriever is a surname, a variant spelling of "Shriver," borne by various individuals of English-speaking origin.
  • D. Dani Ardor
    Dani Ardor is the emotionally traumatized American graduate student who becomes entangled with a sinister Swedish pagan cult in Ari Aster’s 2019 folk horror film "Midsommar."
  • E. Blumine
    Blumine is an early, lyrical movement originally composed by Gustav Mahler for his Symphony No. 1 in D major, later removed and often performed as a standalone piece.
  • 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.