Triple
T19984318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transfiguration |
E493896
|
entity |
| Predicate | usesTextbook |
P36463
|
FINISHED |
| Object | A Guide to Advanced Transfiguration |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 11, 2026, 3:28 p.m.