Triple
T3934993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cardiff Metropolitan University |
E90887
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Cardiff School of Art and Design
Cardiff School of Art and Design is a creative arts and design institution within Cardiff Metropolitan University, offering a range of undergraduate and postgraduate programs in disciplines such as fine art, design, and architecture.
|
E90887
|
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: Cardiff School of Art and Design | Statement: [Cardiff Metropolitan University, hasFaculty, Cardiff School of Art and Design]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cardiff School of Art and Design Context triple: [Cardiff Metropolitan University, hasFaculty, Cardiff School of Art and Design]
-
A.
Crawford College of Art and Design
Crawford College of Art and Design is an Irish higher education institution in Cork specializing in fine art, design, and creative media studies.
-
B.
Cardiff Metropolitan University
Cardiff Metropolitan University is a modern public university in Cardiff, Wales, known for its focus on applied research, professional education, and strong links with industry and the creative sectors.
-
C.
Manchester School of Art
Manchester School of Art is a leading UK art and design institution within Manchester Metropolitan University, known for its creative disciplines, historic heritage, and strong links to the contemporary arts industry.
-
D.
University College of Arts, Crafts and Design
The University College of Arts, Crafts and Design is a renowned Swedish institution of higher education specializing in art, design, and crafts, known for training influential artists and designers.
-
E.
Edinburgh College of Art
Edinburgh College of Art is a renowned art, design, and architecture school that forms part of the University of Edinburgh in Scotland.
- 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: Cardiff School of Art and Design Triple: [Cardiff Metropolitan University, hasFaculty, Cardiff School of Art and Design]
Generated description
Cardiff School of Art and Design is a creative arts and design institution within Cardiff Metropolitan University, offering a range of undergraduate and postgraduate programs in disciplines such as fine art, design, and architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cardiff School of Art and Design Target entity description: Cardiff School of Art and Design is a creative arts and design institution within Cardiff Metropolitan University, offering a range of undergraduate and postgraduate programs in disciplines such as fine art, design, and architecture.
-
A.
Crawford College of Art and Design
Crawford College of Art and Design is an Irish higher education institution in Cork specializing in fine art, design, and creative media studies.
-
B.
Cardiff Metropolitan University
chosen
Cardiff Metropolitan University is a modern public university in Cardiff, Wales, known for its focus on applied research, professional education, and strong links with industry and the creative sectors.
-
C.
Manchester School of Art
Manchester School of Art is a leading UK art and design institution within Manchester Metropolitan University, known for its creative disciplines, historic heritage, and strong links to the contemporary arts industry.
-
D.
University College of Arts, Crafts and Design
The University College of Arts, Crafts and Design is a renowned Swedish institution of higher education specializing in art, design, and crafts, known for training influential artists and designers.
-
E.
Edinburgh College of Art
Edinburgh College of Art is a renowned art, design, and architecture school that forms part of the University of Edinburgh in Scotland.
- F. None of above.
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_69aed95f26e0819094b0e71974543a19 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeedcbf0188190a5e828707a77752a |
completed | March 9, 2026, 3:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5288b7538819084936489226dd31f |
completed | March 14, 2026, 9:21 a.m. |
| NEDg | Description generation | batch_69b529a1486881908ff348558199232b |
completed | March 14, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52a43c6f081908366d9848728f98a |
completed | March 14, 2026, 9:28 a.m. |
Created at: March 9, 2026, 3:23 p.m.