Triple

T19984318
Position Surface form Disambiguated ID Type / Status
Subject Transfiguration E493896 entity
Predicate usesTextbook P36463 FINISHED
Object A Guide to Advanced Transfiguration
A Guide to Advanced Transfiguration is a higher-level Hogwarts textbook that provides in-depth instruction on complex and sophisticated transfiguration spells and theory.
 E1405709 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: A Guide to Advanced Transfiguration | Statement: [Transfiguration, usesTextbook, A Guide to Advanced Transfiguration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Guide to Advanced Transfiguration
Context triple: [Transfiguration, usesTextbook, A Guide to Advanced Transfiguration]
  • A. A Beginner's Guide to Transfiguration
    A Beginner's Guide to Transfiguration is an introductory Hogwarts textbook that teaches young witches and wizards the fundamental theory and basic spells of Transfiguration.
  • B. Gamp's Law of Elemental Transfiguration
    Gamp's Law of Elemental Transfiguration is a fundamental magical principle in the Harry Potter universe that sets strict limits on what can be created or altered through Transfiguration, most famously prohibiting the true creation of food from nothing.
  • C. Teaching Potions at Hogwarts
    Teaching Potions at Hogwarts is the long-held position of Hogwarts’ Potions Master, most famously associated with the influential and well-connected professor Horace Slughorn.
  • D. Care of Magical Creatures
    Care of Magical Creatures is a Hogwarts course in the Harry Potter series that teaches students how to understand, handle, and care for a wide variety of magical beasts.
  • E. Performing Fellowship from the Academy of Magical Arts
    The Performing Fellowship from the Academy of Magical Arts is a prestigious lifetime achievement honor recognizing exceptional excellence and influence in the art of magic performance.
  • 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: A Guide to Advanced Transfiguration
Triple: [Transfiguration, usesTextbook, A Guide to Advanced Transfiguration]
Generated description
A Guide to Advanced Transfiguration is a higher-level Hogwarts textbook that provides in-depth instruction on complex and sophisticated transfiguration spells and theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Guide to Advanced Transfiguration
Target entity description: A Guide to Advanced Transfiguration is a higher-level Hogwarts textbook that provides in-depth instruction on complex and sophisticated transfiguration spells and theory.
  • A. A Beginner's Guide to Transfiguration
    A Beginner's Guide to Transfiguration is an introductory Hogwarts textbook that teaches young witches and wizards the fundamental theory and basic spells of Transfiguration.
  • B. Gamp's Law of Elemental Transfiguration
    Gamp's Law of Elemental Transfiguration is a fundamental magical principle in the Harry Potter universe that sets strict limits on what can be created or altered through Transfiguration, most famously prohibiting the true creation of food from nothing.
  • C. Teaching Potions at Hogwarts
    Teaching Potions at Hogwarts is the long-held position of Hogwarts’ Potions Master, most famously associated with the influential and well-connected professor Horace Slughorn.
  • D. Care of Magical Creatures
    Care of Magical Creatures is a Hogwarts course in the Harry Potter series that teaches students how to understand, handle, and care for a wide variety of magical beasts.
  • E. Performing Fellowship from the Academy of Magical Arts
    The Performing Fellowship from the Academy of Magical Arts is a prestigious lifetime achievement honor recognizing exceptional excellence and influence in the art of magic performance.
  • 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_69e65d157d088190af861608936e59b7 completed April 20, 2026, 5:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0804fb67ac819083a9dd9c11651acd completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a0806fe43148190820bc3246c6697db completed May 16, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_6a08075f1a48819082f217db39841fdb completed May 16, 2026, 5:57 a.m.
Created at: April 11, 2026, 3:28 p.m.