Triple

T4834045
Position Surface form Disambiguated ID Type / Status
Subject Something Wicked This Way Comes E108012 entity
Predicate hasCharacter P2308 FINISHED
Object The Dust Witch
The Dust Witch is a sinister, blind fortune-teller and agent of dark magic who serves as one of the primary antagonists in Ray Bradbury’s novel "Something Wicked This Way Comes."
E472945 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: The Dust Witch | Statement: [Something Wicked This Way Comes, hasCharacter, The Dust Witch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Dust Witch
Context triple: [Something Wicked This Way Comes, hasCharacter, The Dust Witch]
  • A. The Sorceress
    The Sorceress is the main antagonist of Spyro: Year of the Dragon, a powerful magic-wielding villain who seeks to steal dragon eggs for her own dark purposes.
  • B. The Witch's Familiar
    "The Witch's Familiar" is a 2015 Doctor Who television episode featuring the Twelfth Doctor, Missy, and Clara in a confrontation with the Daleks and a dying Davros.
  • C. The Witchwood
    The Witchwood is a spooky, Worgen-themed Hearthstone expansion set in the haunted forests of Gilneas, introducing new cards and mechanics focused on eerie, supernatural gameplay.
  • D. Burn the Witch
    "Burn the Witch" is a 2016 Radiohead song known for its tense, orchestral arrangement and politically charged lyrics critiquing authoritarianism and social paranoia.
  • E. Spellmonger
    Spellmonger is a long-running epic fantasy novel series by Terry Mancour that follows the rise of a battle-weary mage in a richly detailed, war-torn world.
  • 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: The Dust Witch
Triple: [Something Wicked This Way Comes, hasCharacter, The Dust Witch]
Generated description
The Dust Witch is a sinister, blind fortune-teller and agent of dark magic who serves as one of the primary antagonists in Ray Bradbury’s novel "Something Wicked This Way Comes."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Dust Witch
Target entity description: The Dust Witch is a sinister, blind fortune-teller and agent of dark magic who serves as one of the primary antagonists in Ray Bradbury’s novel "Something Wicked This Way Comes."
  • A. The Sorceress
    The Sorceress is the main antagonist of Spyro: Year of the Dragon, a powerful magic-wielding villain who seeks to steal dragon eggs for her own dark purposes.
  • B. The Witch's Familiar
    "The Witch's Familiar" is a 2015 Doctor Who television episode featuring the Twelfth Doctor, Missy, and Clara in a confrontation with the Daleks and a dying Davros.
  • C. The Witchwood
    The Witchwood is a spooky, Worgen-themed Hearthstone expansion set in the haunted forests of Gilneas, introducing new cards and mechanics focused on eerie, supernatural gameplay.
  • D. Burn the Witch
    "Burn the Witch" is a 2016 Radiohead song known for its tense, orchestral arrangement and politically charged lyrics critiquing authoritarianism and social paranoia.
  • E. Spellmonger
    Spellmonger is a long-running epic fantasy novel series by Terry Mancour that follows the rise of a battle-weary mage in a richly detailed, war-torn world.
  • 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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6cde9b2081909f1aef81850d6007 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dd744688190a420580e3a8332ff completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4e764b60819097aace8e7321dc0c completed March 21, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69be4ef7c3e081909c74a573058810f0 completed March 21, 2026, 7:55 a.m.
Created at: March 20, 2026, 1:25 p.m.