Triple

T5111670
Position Surface form Disambiguated ID Type / Status
Subject Lord Voldemort E115226 entity
Predicate usesMagicType P49967 FINISHED
Object Dark Arts
Dark Arts refers to a branch of magic in the Harry Potter universe focused on harmful, malevolent, and often forbidden spells and practices.
E493485 NE FINISHED

How this triple was built (5 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: Dark Arts | Statement: [Lord Voldemort, usesMagicType, Dark Arts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dark Arts
Context triple: [Lord Voldemort, usesMagicType, Dark Arts]
  • A. De crimine magiae
    De crimine magiae is a late 17th-century legal-philosophical treatise by Christian Thomasius that critically examines and challenges the prosecution of witchcraft and magic under contemporary criminal law.
  • B. Black Magic
    "Black Magic" is a seminal collection of politically charged, experimental poetry by Amiri Baraka that helped define the Black Arts Movement of the 1960s.
  • C. Black Magic
    Black Magic is a studio album by Nigerian singer Yemi Alade that showcases her Afro-pop sound with a blend of energetic dance tracks and mid-tempo songs.
  • D. Magia
    Magia is the first studio album by Colombian singer Shakira, recorded when she was a teenager and showcasing her early pop and Latin music style.
  • E. Warlock
    Warlock is a Hearthstone hero class themed around dark magic and demonic powers, often trading its own health for powerful cards and effects.
  • 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: Dark Arts
Triple: [Lord Voldemort, usesMagicType, Dark Arts]
Generated description
Dark Arts refers to a branch of magic in the Harry Potter universe focused on harmful, malevolent, and often forbidden spells and practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dark Arts
Target entity description: Dark Arts refers to a branch of magic in the Harry Potter universe focused on harmful, malevolent, and often forbidden spells and practices.
  • A. De crimine magiae
    De crimine magiae is a late 17th-century legal-philosophical treatise by Christian Thomasius that critically examines and challenges the prosecution of witchcraft and magic under contemporary criminal law.
  • B. Black Magic
    "Black Magic" is a seminal collection of politically charged, experimental poetry by Amiri Baraka that helped define the Black Arts Movement of the 1960s.
  • C. Black Magic
    Black Magic is a studio album by Nigerian singer Yemi Alade that showcases her Afro-pop sound with a blend of energetic dance tracks and mid-tempo songs.
  • D. Magia
    Magia is the first studio album by Colombian singer Shakira, recorded when she was a teenager and showcasing her early pop and Latin music style.
  • E. Warlock
    Warlock is a Hearthstone hero class themed around dark magic and demonic powers, often trading its own health for powerful cards and effects.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesMagicType
Context triple: [Lord Voldemort, usesMagicType, Dark Arts]
  • A. usesMagic
    Indicates that an entity performs actions or achieves effects by employing magical powers or supernatural abilities.
  • B. usesMagicFor
    Indicates that one entity employs or applies magic as a means to achieve, affect, or perform something involving another entity or context.
  • C. associatedWithMagicType chosen
    Indicates a relationship where something is linked or connected to a particular type or category of magic.
  • D. typeOfMagic
    Indicates that one entity is a specific category, school, or kind of magic associated with another entity.
  • E. involvesMagic
    Indicates that the related action, event, or relationship includes the use or presence of magical powers, forces, or phenomena.
  • F. None of above.

Provenance (6 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_69bd4441d1648190a54a533895041987 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75ca57e881908242def2a032902e completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bebaaa394c8190bd93cdf57475a5b6 completed March 21, 2026, 3:35 p.m.
NEDg Description generation batch_69bebb50aef48190b625278340a8c310 completed March 21, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69bebc0b38e88190830eb74292e00e93 completed March 21, 2026, 3:40 p.m.
PD Predicate disambiguation batch_69bd715fe3a8819087d3065adddba515 completed March 20, 2026, 4:10 p.m.
Created at: March 20, 2026, 1:41 p.m.