Triple
T2262221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of the Highlands and Islands |
E50063
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
North Highland College UHI
North Highland College UHI is a further and higher education college in the north of Scotland that forms part of the University of the Highlands and Islands network.
|
E260505
|
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: North Highland College UHI | Statement: [University of the Highlands and Islands, member, North Highland College UHI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Highland College UHI Context triple: [University of the Highlands and Islands, member, North Highland College UHI]
-
A.
Moray College UHI
Moray College UHI is a further and higher education college in Moray, Scotland, that forms part of the University of the Highlands and Islands network.
-
B.
Perth College UHI
Perth College UHI is a further and higher education college in Perth, Scotland, that forms part of the University of the Highlands and Islands network.
-
C.
University of the Highlands and Islands
The University of the Highlands and Islands is a distributed Scottish university that brings together colleges and research institutions across the Highlands, Islands, and Moray to provide higher and further education.
-
D.
Orkney College UHI
Orkney College UHI is a further and higher education institution in Orkney, Scotland, offering a range of academic and vocational courses as part of the University of the Highlands and Islands network.
-
E.
West Lothian College
West Lothian College is a further education college in Scotland offering vocational courses, apprenticeships, and training to students from West Lothian and surrounding areas.
- 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: North Highland College UHI Triple: [University of the Highlands and Islands, member, North Highland College UHI]
Generated description
North Highland College UHI is a further and higher education college in the north of Scotland that forms part of the University of the Highlands and Islands network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Highland College UHI Target entity description: North Highland College UHI is a further and higher education college in the north of Scotland that forms part of the University of the Highlands and Islands network.
-
A.
Moray College UHI
Moray College UHI is a further and higher education college in Moray, Scotland, that forms part of the University of the Highlands and Islands network.
-
B.
Perth College UHI
Perth College UHI is a further and higher education college in Perth, Scotland, that forms part of the University of the Highlands and Islands network.
-
C.
University of the Highlands and Islands
The University of the Highlands and Islands is a distributed Scottish university that brings together colleges and research institutions across the Highlands, Islands, and Moray to provide higher and further education.
-
D.
Orkney College UHI
Orkney College UHI is a further and higher education institution in Orkney, Scotland, offering a range of academic and vocational courses as part of the University of the Highlands and Islands network.
-
E.
West Lothian College
West Lothian College is a further education college in Scotland offering vocational courses, apprenticeships, and training to students from West Lothian and surrounding areas.
- 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_69a88b01e0048190ba96431b5f990ba9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc18be8308190abc4a59d37dfd93a |
completed | March 7, 2026, 6:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea86527d08190a1332d133fbd7293 |
completed | March 9, 2026, 11 a.m. |
| NEDg | Description generation | batch_69aea9ca68148190a8773a80c8296a4d |
completed | March 9, 2026, 11:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeaa32e3f48190ada5aab1b05e5aaa |
completed | March 9, 2026, 11:08 a.m. |
Created at: March 4, 2026, 7:48 p.m.