Triple
T111301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charlie Hunnam |
E2252
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Cumbria College of Art and Design
Cumbria College of Art and Design was a British further and higher education institution specializing in art and design disciplines, known for training creative professionals including actor Charlie Hunnam.
|
E11420
|
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: Cumbria College of Art and Design | Statement: [Charlie Hunnam, educatedAt, Cumbria College of Art and Design]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumbria College of Art and Design Context triple: [Charlie Hunnam, educatedAt, Cumbria College of Art and Design]
-
A.
Manchester Metropolitan University
Manchester Metropolitan University is a large public university in Manchester, England, known for its vocationally oriented courses, strong links with industry, and extensive urban campus.
-
B.
Royal Northern College of Music
The Royal Northern College of Music is a leading UK conservatoire in Manchester renowned for its professional training in classical music, opera, and related performing arts.
-
C.
Durham University
Durham University is a prestigious collegiate public research university in Durham, England, renowned for its strong academic reputation and historic campus.
-
D.
Massachusetts College of Art and Design
Massachusetts College of Art and Design is a public, independent art school in Boston known for its comprehensive programs in visual arts, design, and related creative disciplines.
-
E.
Lancaster University
Lancaster University is a public research university in Lancashire, England, known for its strong research output, collegiate system, and consistently high rankings in UK and global league tables.
- 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: Cumbria College of Art and Design Triple: [Charlie Hunnam, educatedAt, Cumbria College of Art and Design]
Generated description
Cumbria College of Art and Design was a British further and higher education institution specializing in art and design disciplines, known for training creative professionals including actor Charlie Hunnam.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumbria College of Art and Design Target entity description: Cumbria College of Art and Design was a British further and higher education institution specializing in art and design disciplines, known for training creative professionals including actor Charlie Hunnam.
-
A.
Manchester Metropolitan University
Manchester Metropolitan University is a large public university in Manchester, England, known for its vocationally oriented courses, strong links with industry, and extensive urban campus.
-
B.
Royal Northern College of Music
The Royal Northern College of Music is a leading UK conservatoire in Manchester renowned for its professional training in classical music, opera, and related performing arts.
-
C.
Durham University
Durham University is a prestigious collegiate public research university in Durham, England, renowned for its strong academic reputation and historic campus.
-
D.
Massachusetts College of Art and Design
Massachusetts College of Art and Design is a public, independent art school in Boston known for its comprehensive programs in visual arts, design, and related creative disciplines.
-
E.
Lancaster University
Lancaster University is a public research university in Lancashire, England, known for its strong research output, collegiate system, and consistently high rankings in UK and global league tables.
- 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_69a24fcdaeb48190a2d796677e4b3281 |
completed | Feb. 28, 2026, 2:15 a.m. |
| NER | Named-entity recognition | batch_69a256ec650c8190bee2067e37065527 |
completed | Feb. 28, 2026, 2:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a27c04949481908af8c8426789bc53 |
completed | Feb. 28, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69a27c8abcb4819091c440c63704d435 |
completed | Feb. 28, 2026, 5:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a27e7787fc819096119337782d84c4 |
completed | Feb. 28, 2026, 5:34 a.m. |
Created at: Feb. 28, 2026, 2:20 a.m.