Triple

T4666553
Position Surface form Disambiguated ID Type / Status
Subject Naomi Novik E102859 entity
Predicate series P1761 FINISHED
Object Scholomance trilogy
The Scholomance trilogy is a contemporary fantasy book series by Naomi Novik that follows magically gifted students struggling to survive a deadly, sentient school.
 E461138 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: Scholomance trilogy | Statement: [Naomi Novik, series, Scholomance trilogy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scholomance trilogy
Context triple: [Naomi Novik, series, Scholomance trilogy]
  • A. Books of Magic
    Books of Magic is a dark fantasy comic series from DC’s Vertigo imprint that follows a young boy, Timothy Hunter, as he is introduced to the hidden world of magic and destiny.
  • B. Spellmonger series
    The Spellmonger series is a long-running fantasy saga by Terry Mancour that follows mage Minalan and his allies through war, politics, and magic in a richly detailed medieval world.
  • C. The Chronicles of Hall
    The Chronicles of Hall is a Tudor-era historical chronicle by Edward Hall that narrates the Wars of the Roses and the early Tudor period, serving as a key source for later historians and writers.
  • D. The Stone Book Quartet
    The Stone Book Quartet is a sequence of four interlinked novellas by Alan Garner that explore generations of a Cheshire family through richly crafted, myth-infused realist storytelling.
  • E. The Briar Rose series
    The Briar Rose series is a celebrated set of Pre-Raphaelite paintings by Edward Burne-Jones that reinterprets the Sleeping Beauty fairy tale with richly detailed, dreamlike imagery.
  • 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: Scholomance trilogy
Triple: [Naomi Novik, series, Scholomance trilogy]
Generated description
The Scholomance trilogy is a contemporary fantasy book series by Naomi Novik that follows magically gifted students struggling to survive a deadly, sentient school.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scholomance trilogy
Target entity description: The Scholomance trilogy is a contemporary fantasy book series by Naomi Novik that follows magically gifted students struggling to survive a deadly, sentient school.
  • A. Books of Magic
    Books of Magic is a dark fantasy comic series from DC’s Vertigo imprint that follows a young boy, Timothy Hunter, as he is introduced to the hidden world of magic and destiny.
  • B. Spellmonger series
    The Spellmonger series is a long-running fantasy saga by Terry Mancour that follows mage Minalan and his allies through war, politics, and magic in a richly detailed medieval world.
  • C. The Chronicles of Hall
    The Chronicles of Hall is a Tudor-era historical chronicle by Edward Hall that narrates the Wars of the Roses and the early Tudor period, serving as a key source for later historians and writers.
  • D. The Stone Book Quartet
    The Stone Book Quartet is a sequence of four interlinked novellas by Alan Garner that explore generations of a Cheshire family through richly crafted, myth-infused realist storytelling.
  • E. The Briar Rose series
    The Briar Rose series is a celebrated set of Pre-Raphaelite paintings by Edward Burne-Jones that reinterprets the Sleeping Beauty fairy tale with richly detailed, dreamlike imagery.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd633d87788190a3c8946ed6995062 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69be038912488190a109d4ce624b813d completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be05941ca08190b073c078dfb25429 completed March 21, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69be05fb27788190bdbaba05fc0798e7 completed March 21, 2026, 2:44 a.m.
Created at: March 20, 2026, 1:15 p.m.