Triple

T6480335
Position Surface form Disambiguated ID Type / Status
Subject Nine Inch Nails E146174 entity
Predicate notableWork P4 FINISHED
Object 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.
E596451 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: Bad Witch | Statement: [Nine Inch Nails, notableWork, Bad Witch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad Witch
Context triple: [Nine Inch Nails, notableWork, Bad Witch]
  • A. 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.
  • B. Witch
    A Witch in Minecraft is a hostile, potion-throwing mob that uses various brews to attack players and heal itself.
  • C. Witch Wraith
    Witch Wraith is a fantasy novel by Terry Brooks in the Shannara universe, concluding The Dark Legacy of Shannara trilogy with a climactic struggle to save the Four Lands from ancient evil.
  • 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. 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."
  • 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: Bad Witch
Triple: [Nine Inch Nails, notableWork, Bad Witch]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bad Witch
Target entity description: 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.
  • A. 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.
  • B. Witch
    A Witch in Minecraft is a hostile, potion-throwing mob that uses various brews to attack players and heal itself.
  • C. Witch Wraith
    Witch Wraith is a fantasy novel by Terry Brooks in the Shannara universe, concluding The Dark Legacy of Shannara trilogy with a climactic struggle to save the Four Lands from ancient evil.
  • 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. 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."
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4fe90c81908a7ce61e71f48a16 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aceb8c8190aff0abf15b049737 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6559d06c8819082cad37d62fcb3a3 completed March 27, 2026, 10:02 a.m.
NED2 Entity disambiguation (via description) batch_69c6564e01748190a3a12abcc0dfd30f completed March 27, 2026, 10:05 a.m.
Created at: March 22, 2026, 4:51 p.m.