Triple
T971589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harry Potter and the Prisoner of Azkaban |
E20955
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Cornelius Fudge
Cornelius Fudge is the often ineffectual and politically motivated Minister for Magic in J.K. Rowling’s Harry Potter series.
|
E119212
|
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: Cornelius Fudge | Statement: [Harry Potter and the Prisoner of Azkaban, character, Cornelius Fudge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cornelius Fudge Context triple: [Harry Potter and the Prisoner of Azkaban, character, Cornelius Fudge]
-
A.
Albus Dumbledore
Albus Dumbledore is the wise and powerful headmaster of Hogwarts School of Witchcraft and Wizardry in J.K. Rowling's Harry Potter series.
-
B.
Dolores Umbridge
Dolores Umbridge is a high-ranking Ministry of Magic bureaucrat who becomes the tyrannical Defense Against the Dark Arts teacher and later Hogwarts High Inquisitor in the Harry Potter series.
-
C.
Severus Snape
Severus Snape is a complex, morally ambiguous Hogwarts professor and skilled Potions master who plays a pivotal role throughout the Harry Potter series.
-
D.
Rubeus Hagrid
Rubeus Hagrid is the half-giant gamekeeper and Care of Magical Creatures professor at Hogwarts, known for his kindness, loyalty, and love of dangerous magical creatures in the Harry Potter series.
-
E.
Clarkson Potter
Clarkson Potter is a prominent American publishing imprint known for its high-quality cookbooks, lifestyle, and design titles.
- 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: Cornelius Fudge Triple: [Harry Potter and the Prisoner of Azkaban, character, Cornelius Fudge]
Generated description
Cornelius Fudge is the often ineffectual and politically motivated Minister for Magic in J.K. Rowling’s Harry Potter series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cornelius Fudge Target entity description: Cornelius Fudge is the often ineffectual and politically motivated Minister for Magic in J.K. Rowling’s Harry Potter series.
-
A.
Albus Dumbledore
Albus Dumbledore is the wise and powerful headmaster of Hogwarts School of Witchcraft and Wizardry in J.K. Rowling's Harry Potter series.
-
B.
Dolores Umbridge
Dolores Umbridge is a high-ranking Ministry of Magic bureaucrat who becomes the tyrannical Defense Against the Dark Arts teacher and later Hogwarts High Inquisitor in the Harry Potter series.
-
C.
Severus Snape
Severus Snape is a complex, morally ambiguous Hogwarts professor and skilled Potions master who plays a pivotal role throughout the Harry Potter series.
-
D.
Rubeus Hagrid
Rubeus Hagrid is the half-giant gamekeeper and Care of Magical Creatures professor at Hogwarts, known for his kindness, loyalty, and love of dangerous magical creatures in the Harry Potter series.
-
E.
Clarkson Potter
Clarkson Potter is a prominent American publishing imprint known for its high-quality cookbooks, lifestyle, and design titles.
- 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_69a493b33d2c81909c52c369d3ca8436 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b44aa6088190a90c44a8f694ec41 |
completed | March 1, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3ba14f00819089497240f77acd94 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3c21404c8190bf12bb730a1acc54 |
completed | March 7, 2026, 2:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3ccb05f0819080aa215cc1fb2430 |
completed | March 7, 2026, 2:57 p.m. |
Created at: March 1, 2026, 7:40 p.m.