Triple

T18901875
Position Surface form Disambiguated ID Type / Status
Subject Apprentice Adept series E462356 entity
Predicate hasPart P35 FINISHED
Object Phaze Doubt
Phaze Doubt is a fantasy novel by Piers Anthony that continues the Apprentice Adept series’ blend of parallel worlds, magic, and technology.
E1348161 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: Phaze Doubt | Statement: [Apprentice Adept series, hasPart, Phaze Doubt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phaze Doubt
Context triple: [Apprentice Adept series, hasPart, Phaze Doubt]
  • A. Out of Phaze
    Out of Phaze is a fantasy/science fiction novel by Piers Anthony, part of his Apprentice Adept series that blends parallel worlds of magic and technology.
  • B. The Hesitations
    The Hesitations were an American soul and R&B vocal group active in the 1960s, known for their smooth harmonies and emotive interpretations of contemporary songs.
  • C. M-Phazes
    M-Phazes is an Australian hip-hop producer known for his soulful, sample-based beats and collaborations with prominent artists across the underground and mainstream rap scenes.
  • D. You Better Be Doubtful
    "You Better Be Doubtful" is a song by the British indie rock band The Housemartins from their 1987 album "The People Who Grinned Themselves to Death."
  • E. White Phase
    White Phase is the second stage of U.S. Army Basic Combat Training, focusing on developing core soldiering skills such as weapons handling, marksmanship, and tactical field training.
  • 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: Phaze Doubt
Triple: [Apprentice Adept series, hasPart, Phaze Doubt]
Generated description
Phaze Doubt is a fantasy novel by Piers Anthony that continues the Apprentice Adept series’ blend of parallel worlds, magic, and technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phaze Doubt
Target entity description: Phaze Doubt is a fantasy novel by Piers Anthony that continues the Apprentice Adept series’ blend of parallel worlds, magic, and technology.
  • A. Out of Phaze chosen
    Out of Phaze is a fantasy/science fiction novel by Piers Anthony, part of his Apprentice Adept series that blends parallel worlds of magic and technology.
  • B. The Hesitations
    The Hesitations were an American soul and R&B vocal group active in the 1960s, known for their smooth harmonies and emotive interpretations of contemporary songs.
  • C. M-Phazes
    M-Phazes is an Australian hip-hop producer known for his soulful, sample-based beats and collaborations with prominent artists across the underground and mainstream rap scenes.
  • D. You Better Be Doubtful
    "You Better Be Doubtful" is a song by the British indie rock band The Housemartins from their 1987 album "The People Who Grinned Themselves to Death."
  • E. White Phase
    White Phase is the second stage of U.S. Army Basic Combat Training, focusing on developing core soldiering skills such as weapons handling, marksmanship, and tactical field training.
  • F. None of above.

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_6a05910debb48190be4fc260f120638e completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a05932531ec8190813d393c85d7c398 completed May 14, 2026, 9:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0593b4c6b0819094d267c568332250 completed May 14, 2026, 9:19 a.m.
Created at: April 10, 2026, 11:58 a.m.