Triple
T6678152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dumfries, Scotland |
E151906
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Dumfries and Galloway College
Dumfries and Galloway College is a further and higher education institution serving students across the Dumfries and Galloway region in southwest Scotland.
|
E611515
|
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: Dumfries and Galloway College | Statement: [Dumfries, Scotland, hasEducationalInstitution, Dumfries and Galloway College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dumfries and Galloway College Context triple: [Dumfries, Scotland, hasEducationalInstitution, Dumfries and Galloway College]
-
A.
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.
-
B.
Argyll College UHI
Argyll College UHI is a partner college of the University of the Highlands and Islands offering further and higher education across the Argyll region of Scotland.
-
C.
South Lanarkshire College
South Lanarkshire College is a further education college in Scotland offering vocational and academic courses to local and regional students.
-
D.
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.
-
E.
Fylde College
Fylde College is one of the constituent colleges of Lancaster University, known for its strong community spirit and emphasis on sports and social activities.
- 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: Dumfries and Galloway College Triple: [Dumfries, Scotland, hasEducationalInstitution, Dumfries and Galloway College]
Generated description
Dumfries and Galloway College is a further and higher education institution serving students across the Dumfries and Galloway region in southwest Scotland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dumfries and Galloway College Target entity description: Dumfries and Galloway College is a further and higher education institution serving students across the Dumfries and Galloway region in southwest Scotland.
-
A.
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.
-
B.
Argyll College UHI
Argyll College UHI is a partner college of the University of the Highlands and Islands offering further and higher education across the Argyll region of Scotland.
-
C.
South Lanarkshire College
South Lanarkshire College is a further education college in Scotland offering vocational and academic courses to local and regional students.
-
D.
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.
-
E.
Fylde College
Fylde College is one of the constituent colleges of Lancaster University, known for its strong community spirit and emphasis on sports and social activities.
- 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_69c687f830bc81909eb8b04dbb8450b1 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b0f53af48190b0b25b61c3531158 |
completed | March 27, 2026, 4:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f7a78ab081909d904e4468293957 |
completed | March 27, 2026, 9:33 p.m. |
| NEDg | Description generation | batch_69c6f8453af88190b237c249bfbb4f8c |
completed | March 27, 2026, 9:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f8d5630c8190913e8572a70b82c1 |
completed | March 27, 2026, 9:38 p.m. |
Created at: March 27, 2026, 2:03 p.m.