Triple
T19984316
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transfiguration |
E493896
|
entity |
| Predicate | usesTextbook |
P36463
|
FINISHED |
| Object |
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.
|
E1404876
|
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 Beginner's Guide to Transfiguration | Statement: [Transfiguration, usesTextbook, A Beginner's Guide to Transfiguration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Beginner's Guide to Transfiguration Context triple: [Transfiguration, usesTextbook, A Beginner's Guide to Transfiguration]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Histoire de la Magie
Histoire de la Magie is a seminal 19th-century occult work that surveys the history, theories, and practices of magic from ancient times to the modern era.
-
E.
The Ministry of Magic
The Ministry of Magic is the central governing body of the wizarding world in the Harry Potter series, overseeing magical law, security, and administration in Britain.
- 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 Beginner's Guide to Transfiguration Triple: [Transfiguration, usesTextbook, A Beginner's Guide to Transfiguration]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Beginner's Guide to Transfiguration Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Histoire de la Magie
Histoire de la Magie is a seminal 19th-century occult work that surveys the history, theories, and practices of magic from ancient times to the modern era.
-
E.
The Ministry of Magic
The Ministry of Magic is the central governing body of the wizarding world in the Harry Potter series, overseeing magical law, security, and administration in Britain.
- 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_6a07fddf60a481908f80b945de7fa52a |
completed | May 16, 2026, 5:17 a.m. |
| NEDg | Description generation | batch_6a07fe72f47c8190b63c6f528656329e |
completed | May 16, 2026, 5:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080261c6f88190a2ede168aab944b6 |
completed | May 16, 2026, 5:36 a.m. |
Created at: April 11, 2026, 3:28 p.m.