Triple

T13569542
Position Surface form Disambiguated ID Type / Status
Subject Spellmonger universe E324121 entity
Predicate hasWork P6260 FINISHED
Object Hedgewitch
Hedgewitch is a fantasy novel set in Terry Mancour’s Spellmonger universe, following a young magic-user who practices rustic, hedge-based sorcery on the fringes of more formal magical society.
 E1049741 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: Hedgewitch | Statement: [Spellmonger universe, hasWork, Hedgewitch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hedgewitch
Context triple: [Spellmonger universe, hasWork, Hedgewitch]
  • A. Hagatha the Witch
    Hagatha the Witch is a powerful troll shaman and recurring villain in Hearthstone lore, known for her dark magic and role as a key antagonist in several expansions.
  • B. Grand High Witch
    The Grand High Witch is the terrifying, child-hating leader of all witches and the main antagonist in Roald Dahl’s story "The Witches," including its 2020 film adaptation.
  • C. Maja the Sky Witch
    Maja the Sky Witch is a powerful and malevolent sorceress from the animated series "Adventure Time," known for her dark magic and role as a recurring antagonist.
  • D. Bad Witch
    Bad Witch is a 2018 industrial rock EP/album by Nine Inch Nails that blends abrasive electronics, jazz-influenced saxophone, and dystopian themes as the final installment of their late-2010s release trilogy.
  • E. Witch
    The Witch in Path of Exile is an intelligence-focused spellcaster class that specializes in powerful elemental and necromantic magic from a distance.
  • 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: Hedgewitch
Triple: [Spellmonger universe, hasWork, Hedgewitch]
Generated description
Hedgewitch is a fantasy novel set in Terry Mancour’s Spellmonger universe, following a young magic-user who practices rustic, hedge-based sorcery on the fringes of more formal magical society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hedgewitch
Target entity description: Hedgewitch is a fantasy novel set in Terry Mancour’s Spellmonger universe, following a young magic-user who practices rustic, hedge-based sorcery on the fringes of more formal magical society.
  • A. Hagatha the Witch
    Hagatha the Witch is a powerful troll shaman and recurring villain in Hearthstone lore, known for her dark magic and role as a key antagonist in several expansions.
  • B. Grand High Witch
    The Grand High Witch is the terrifying, child-hating leader of all witches and the main antagonist in Roald Dahl’s story "The Witches," including its 2020 film adaptation.
  • C. Maja the Sky Witch
    Maja the Sky Witch is a powerful and malevolent sorceress from the animated series "Adventure Time," known for her dark magic and role as a recurring antagonist.
  • D. Bad Witch
    Bad Witch is a 2018 industrial rock EP/album by Nine Inch Nails that blends abrasive electronics, jazz-influenced saxophone, and dystopian themes as the final installment of their late-2010s release trilogy.
  • E. Witch
    The Witch in Path of Exile is an intelligence-focused spellcaster class that specializes in powerful elemental and necromantic magic from a distance.
  • 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_69d8076830b48190910a902bae5888e2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb00f5b8881908617f42d227ed137 completed April 12, 2026, 2:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bb61a40819099a62f65a68dff7b completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77640b5308190aaa50e8d5d871832 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f779178dc48190bb0de790de30d8b0 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:48 p.m.