Triple

T19985687
Position Surface form Disambiguated ID Type / Status
Subject Hogwarts Library E493923 entity
Predicate notableBookHeld P29317 FINISHED
Object Secrets of the Darkest Art
Secrets of the Darkest Art is a notorious Dark Arts tome in the Harry Potter universe that details the creation and destruction of Horcruxes.
 E1406120 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: Secrets of the Darkest Art | Statement: [Hogwarts Library, notableBookHeld, Secrets of the Darkest Art]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Secrets of the Darkest Art
Context triple: [Hogwarts Library, notableBookHeld, Secrets of the Darkest Art]
  • A. Leçons de ténèbres
    Leçons de ténèbres is a set of Baroque sacred vocal pieces for Holy Week, renowned for their expressive intensity and ornate French style.
  • B. The Black Art
    "The Black Art" is a poem by Anne Sexton that explores the dark, transformative power and personal cost of the poetic imagination.
  • C. Chants d’ombre
    Chants d’ombre is a seminal poetry collection by Léopold Sédar Senghor that helped define and articulate the themes and aesthetics of the Négritude movement.
  • D. The Dark Sorcerer
    The Dark Sorcerer is a comedic tech-demo short film by Quantic Dream that showcases advanced real-time graphics and performance capture on the PlayStation 4.
  • E. Master of Darkness
    Master of Darkness is the fearsome, shape-shifting demon antagonist from the animated series "Samurai Jack," known for his immense dark powers and tyrannical rule.
  • 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: Secrets of the Darkest Art
Triple: [Hogwarts Library, notableBookHeld, Secrets of the Darkest Art]
Generated description
Secrets of the Darkest Art is a notorious Dark Arts tome in the Harry Potter universe that details the creation and destruction of Horcruxes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Secrets of the Darkest Art
Target entity description: Secrets of the Darkest Art is a notorious Dark Arts tome in the Harry Potter universe that details the creation and destruction of Horcruxes.
  • A. Leçons de ténèbres
    Leçons de ténèbres is a set of Baroque sacred vocal pieces for Holy Week, renowned for their expressive intensity and ornate French style.
  • B. The Black Art
    "The Black Art" is a poem by Anne Sexton that explores the dark, transformative power and personal cost of the poetic imagination.
  • C. Chants d’ombre
    Chants d’ombre is a seminal poetry collection by Léopold Sédar Senghor that helped define and articulate the themes and aesthetics of the Négritude movement.
  • D. The Dark Sorcerer
    The Dark Sorcerer is a comedic tech-demo short film by Quantic Dream that showcases advanced real-time graphics and performance capture on the PlayStation 4.
  • E. Master of Darkness
    Master of Darkness is the fearsome, shape-shifting demon antagonist from the animated series "Samurai Jack," known for his immense dark powers and tyrannical rule.
  • 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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65d162b008190a18d325796d75d77 completed April 20, 2026, 5:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0804fe037081909b88552324ce5907 completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a0807106b008190b979de6e0a6540a0 completed May 16, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0807a6c0e08190accf4a103f25ab54 completed May 16, 2026, 5:59 a.m.
Created at: April 11, 2026, 3:29 p.m.