Triple
T5111108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hogwarts School of Witchcraft and Wizardry |
E115214
|
entity |
| Predicate | hasSubject |
P450
|
FINISHED |
| Object |
Defence Against the Dark Arts
Defence Against the Dark Arts is a core magical subject at Hogwarts that teaches students to recognize, resist, and combat dark creatures, curses, and other malevolent magical threats.
|
E493918
|
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: Defence Against the Dark Arts | Statement: [Hogwarts School of Witchcraft and Wizardry, hasSubject, Defence Against the Dark Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Defence Against the Dark Arts Context triple: [Hogwarts School of Witchcraft and Wizardry, hasSubject, Defence Against the Dark Arts]
-
A.
Dumbledore's Army
Dumbledore's Army is a secret student organization at Hogwarts, founded by Harry Potter to teach practical Defense Against the Dark Arts and resist Dolores Umbridge and Voldemort's forces.
-
B.
The Old Perfessor
The Old Perfessor was the colorful, malapropism-prone baseball manager Casey Stengel, famed for leading the New York Yankees to multiple World Series titles and for his eccentric, folksy persona.
-
C.
Muggle
A Muggle is a non-magical person in J.K. Rowling's Harry Potter universe, typically unaware of the existence of the wizarding world.
-
D.
Ministry of Magic
The Ministry of Magic is the central governing body of the magical community in the Harry Potter universe, overseeing wizarding law, security, and administration in Britain.
-
E.
Argus Filch
Argus Filch is the cantankerous, magic-less caretaker of Hogwarts School of Witchcraft and Wizardry, known for his strictness and dislike of students in the Harry Potter series.
- 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: Defence Against the Dark Arts Triple: [Hogwarts School of Witchcraft and Wizardry, hasSubject, Defence Against the Dark Arts]
Generated description
Defence Against the Dark Arts is a core magical subject at Hogwarts that teaches students to recognize, resist, and combat dark creatures, curses, and other malevolent magical threats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Defence Against the Dark Arts Target entity description: Defence Against the Dark Arts is a core magical subject at Hogwarts that teaches students to recognize, resist, and combat dark creatures, curses, and other malevolent magical threats.
-
A.
Dumbledore's Army
Dumbledore's Army is a secret student organization at Hogwarts, founded by Harry Potter to teach practical Defense Against the Dark Arts and resist Dolores Umbridge and Voldemort's forces.
-
B.
The Old Perfessor
The Old Perfessor was the colorful, malapropism-prone baseball manager Casey Stengel, famed for leading the New York Yankees to multiple World Series titles and for his eccentric, folksy persona.
-
C.
Muggle
A Muggle is a non-magical person in J.K. Rowling's Harry Potter universe, typically unaware of the existence of the wizarding world.
-
D.
Ministry of Magic
The Ministry of Magic is the central governing body of the magical community in the Harry Potter universe, overseeing wizarding law, security, and administration in Britain.
-
E.
Argus Filch
Argus Filch is the cantankerous, magic-less caretaker of Hogwarts School of Witchcraft and Wizardry, known for his strictness and dislike of students in the Harry Potter series.
- 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_69bd4441d1648190a54a533895041987 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75ad362c8190b9cbded390aaea3c |
completed | March 20, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bebaa719748190930dceaeedb346c2 |
completed | March 21, 2026, 3:35 p.m. |
| NEDg | Description generation | batch_69bebb8e5f1c819082f0b59e9524d6e8 |
completed | March 21, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebc30029081909b5c937308fefcf2 |
completed | March 21, 2026, 3:41 p.m. |
Created at: March 20, 2026, 1:41 p.m.