Triple
T19985459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | History of Magic |
E493919
|
entity |
| Predicate | teacher |
P335
|
FINISHED |
| Object |
Professor Cuthbert Binns
Professor Cuthbert Binns is the ghostly Hogwarts professor known for his monotonous lectures on magical history in the Harry Potter series.
|
E1405731
|
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: Professor Cuthbert Binns | Statement: [History of Magic, teacher, Professor Cuthbert Binns]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Professor Cuthbert Binns Context triple: [History of Magic, teacher, Professor Cuthbert Binns]
-
A.
Horace Slughorn
Horace Slughorn is a fictional Hogwarts Potions Master and Slytherin Head of House in the Harry Potter series, known for his talent, vanity, and habit of cultivating influential students.
-
B.
Dr. Malcolm Sayer
Dr. Malcolm Sayer is a shy, dedicated neurologist in the film "Awakenings" who discovers a treatment that temporarily revives catatonic patients, revealing his deep compassion and scientific curiosity.
-
C.
Dr. Edmunds
Dr. Edmunds is a physicist and NASA scientist in the film "Interstellar," known for leading one of the initial expeditions through the wormhole to evaluate potentially habitable planets.
-
D.
Professor Horner
Professor Horner is a fictional academic character who appears in the Doctor Who serial "The Daemons," involved in the story’s blend of archaeology, occult themes, and alien intervention.
-
E.
Jack Travers
Jack Travers is a fictional character appearing in the work "The Firefly," likely serving as one of its central figures.
- 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: Professor Cuthbert Binns Triple: [History of Magic, teacher, Professor Cuthbert Binns]
Generated description
Professor Cuthbert Binns is the ghostly Hogwarts professor known for his monotonous lectures on magical history in the Harry Potter series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Professor Cuthbert Binns Target entity description: Professor Cuthbert Binns is the ghostly Hogwarts professor known for his monotonous lectures on magical history in the Harry Potter series.
-
A.
Horace Slughorn
Horace Slughorn is a fictional Hogwarts Potions Master and Slytherin Head of House in the Harry Potter series, known for his talent, vanity, and habit of cultivating influential students.
-
B.
Dr. Malcolm Sayer
Dr. Malcolm Sayer is a shy, dedicated neurologist in the film "Awakenings" who discovers a treatment that temporarily revives catatonic patients, revealing his deep compassion and scientific curiosity.
-
C.
Dr. Edmunds
Dr. Edmunds is a physicist and NASA scientist in the film "Interstellar," known for leading one of the initial expeditions through the wormhole to evaluate potentially habitable planets.
-
D.
Professor Horner
Professor Horner is a fictional academic character who appears in the Doctor Who serial "The Daemons," involved in the story’s blend of archaeology, occult themes, and alien intervention.
-
E.
Jack Travers
Jack Travers is a fictional character appearing in the work "The Firefly," likely serving as one of its central figures.
- 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_69e65d162b008190a18d325796d75d77 |
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, 3:29 p.m.