Triple
T5008286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Douglas Stuart |
E112549
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Scottish College of Textiles
The Scottish College of Textiles was a specialized higher education institution in Scotland focused on textile design, technology, and related industrial arts.
|
E487115
|
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: Scottish College of Textiles | Statement: [Douglas Stuart, educatedAt, Scottish College of Textiles]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scottish College of Textiles Context triple: [Douglas Stuart, educatedAt, Scottish College of Textiles]
-
A.
Wilson College of Textiles
Wilson College of Textiles is a specialized academic college renowned for its programs and research in textiles, apparel, and related engineering and management fields.
-
B.
London College of Fashion
London College of Fashion is a renowned specialist institution in London offering higher education and research in fashion design, business, and related creative industries.
-
C.
Robert Gordon University
Robert Gordon University is a modern public university in Aberdeen, Scotland, known for its professionally focused degrees and strong links with industry.
-
D.
Heriot-Watt University
Heriot-Watt University is a Scottish research university known for its strong focus on science, engineering, business, and design, with a significant international presence through multiple global campuses.
-
E.
University of Strathclyde
The University of Strathclyde is a public research university in Glasgow, Scotland, known for its strong engineering, science, business, and technology programs and its focus on industry collaboration.
- 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: Scottish College of Textiles Triple: [Douglas Stuart, educatedAt, Scottish College of Textiles]
Generated description
The Scottish College of Textiles was a specialized higher education institution in Scotland focused on textile design, technology, and related industrial arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scottish College of Textiles Target entity description: The Scottish College of Textiles was a specialized higher education institution in Scotland focused on textile design, technology, and related industrial arts.
-
A.
Wilson College of Textiles
Wilson College of Textiles is a specialized academic college renowned for its programs and research in textiles, apparel, and related engineering and management fields.
-
B.
London College of Fashion
London College of Fashion is a renowned specialist institution in London offering higher education and research in fashion design, business, and related creative industries.
-
C.
Robert Gordon University
Robert Gordon University is a modern public university in Aberdeen, Scotland, known for its professionally focused degrees and strong links with industry.
-
D.
Heriot-Watt University
Heriot-Watt University is a Scottish research university known for its strong focus on science, engineering, business, and design, with a significant international presence through multiple global campuses.
-
E.
University of Strathclyde
The University of Strathclyde is a public research university in Glasgow, Scotland, known for its strong engineering, science, business, and technology programs and its focus on industry collaboration.
- 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_69bd4433d0b08190877e83959ef40d81 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd72eb05f881908d7dc3d7cd07b2ae |
completed | March 20, 2026, 4:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9266314881909dfb710c5b5c8f65 |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be93cfbe2881908cf97dd9ec5d28b5 |
completed | March 21, 2026, 12:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9448b5148190903775d394a095f0 |
completed | March 21, 2026, 12:51 p.m. |
Created at: March 20, 2026, 1:35 p.m.