Triple
T3441352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottish Qualifications Authority Gaelic materials |
E72571
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object |
Scottish colleges
Scottish colleges are further and higher education institutions in Scotland that offer a wide range of academic, vocational, and language programs, including courses supported by Scottish Qualifications Authority Gaelic materials.
|
E356495
|
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 colleges | Statement: [Scottish Qualifications Authority Gaelic materials, usedIn, Scottish colleges]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scottish colleges Context triple: [Scottish Qualifications Authority Gaelic materials, usedIn, Scottish colleges]
-
A.
West Highland College UHI
West Highland College UHI is a further and higher education college in the Scottish Highlands that forms part of the University of the Highlands and Islands network.
-
B.
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.
-
C.
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.
-
D.
University of Glasgow Associated Institutions
University of Glasgow Associated Institutions is a network of independent higher education and research institutions in Glasgow that maintain formal academic and collaborative ties with the University of Glasgow.
-
E.
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.
- 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 colleges Triple: [Scottish Qualifications Authority Gaelic materials, usedIn, Scottish colleges]
Generated description
Scottish colleges are further and higher education institutions in Scotland that offer a wide range of academic, vocational, and language programs, including courses supported by Scottish Qualifications Authority Gaelic materials.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scottish colleges Target entity description: Scottish colleges are further and higher education institutions in Scotland that offer a wide range of academic, vocational, and language programs, including courses supported by Scottish Qualifications Authority Gaelic materials.
-
A.
West Highland College UHI
West Highland College UHI is a further and higher education college in the Scottish Highlands that forms part of the University of the Highlands and Islands network.
-
B.
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.
-
C.
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.
-
D.
University of Glasgow Associated Institutions
University of Glasgow Associated Institutions is a network of independent higher education and research institutions in Glasgow that maintain formal academic and collaborative ties with the University of Glasgow.
-
E.
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.
- 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_69ad85af50288190a854b76653deee6f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adba276b708190949f294a8d09ec7b |
completed | March 8, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3548598088190907e13c88cb975fc |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b355a8da148190896dacf746630445 |
completed | March 13, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3561132888190b0439cd3d8e7bf96 |
completed | March 13, 2026, 12:10 a.m. |
Created at: March 8, 2026, 3:16 p.m.