Triple
T1225236
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kilmarnock |
E26311
|
entity |
| Predicate | hasCollegeCampus |
P26026
|
FINISHED |
| Object |
Ayrshire College Kilmarnock Campus
Ayrshire College Kilmarnock Campus is a further education institution in Kilmarnock, Scotland, offering vocational and academic courses to local and regional students.
|
E152446
|
NE FINISHED |
How this triple was built (5 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: Ayrshire College Kilmarnock Campus | Statement: [Kilmarnock, hasCollegeCampus, Ayrshire College Kilmarnock Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayrshire College Kilmarnock Campus Context triple: [Kilmarnock, hasCollegeCampus, Ayrshire College Kilmarnock Campus]
-
A.
Kirkcaldy Campus
Kirkcaldy Campus is a satellite campus of the University of Dundee, primarily known for hosting health and nursing-related teaching and research facilities in the town of Kirkcaldy, Scotland.
-
B.
Cumbernauld College
Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
-
C.
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.
-
D.
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.
-
E.
City of Glasgow College
City of Glasgow College is a major further and higher education institution in Glasgow, Scotland, offering a wide range of vocational, technical, and academic courses.
- 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: Ayrshire College Kilmarnock Campus Triple: [Kilmarnock, hasCollegeCampus, Ayrshire College Kilmarnock Campus]
Generated description
Ayrshire College Kilmarnock Campus is a further education institution in Kilmarnock, Scotland, offering vocational and academic courses to local and regional students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayrshire College Kilmarnock Campus Target entity description: Ayrshire College Kilmarnock Campus is a further education institution in Kilmarnock, Scotland, offering vocational and academic courses to local and regional students.
-
A.
Kirkcaldy Campus
Kirkcaldy Campus is a satellite campus of the University of Dundee, primarily known for hosting health and nursing-related teaching and research facilities in the town of Kirkcaldy, Scotland.
-
B.
Cumbernauld College
Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
-
C.
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.
-
D.
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.
-
E.
City of Glasgow College
City of Glasgow College is a major further and higher education institution in Glasgow, Scotland, offering a wide range of vocational, technical, and academic courses.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCollegeCampus Context triple: [Kilmarnock, hasCollegeCampus, Ayrshire College Kilmarnock Campus]
-
A.
hasMainCampus
Indicates that an educational institution is primarily based at or chiefly associated with a particular campus location.
-
B.
hasPublicUniversityCampus
Indicates that a public university maintains or operates a campus at the specified location.
-
C.
isPublicUniversityCampus
Indicates that a given campus belongs to and is operated as part of a public (state- or government-funded) university.
-
D.
hasAdditionalCampus
Indicates that an educational institution maintains one or more campuses in addition to its primary or main campus.
-
E.
operatesOnCampus
Indicates that an organization or entity conducts its activities or business within the grounds or facilities of a particular campus.
- F. None of above. chosen
Provenance (7 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_69a49484688c8190a1bf285eb396a8b6 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be382c4081909238c18b805352a7 |
completed | March 1, 2026, 10:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf1a58248190a270ae5baa18d0d6 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acc0ea3ee88190a7938f07d508ed9e |
completed | March 8, 2026, 12:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc13d2168819090bb9d68180b2699 |
completed | March 8, 2026, 12:22 a.m. |
| PD | Predicate disambiguation | batch_69a4bb644af08190ba25905f20adb01a |
completed | March 1, 2026, 10:19 p.m. |
| PDg | Predicate description generation | batch_69a4bd3140688190ac6e24de157fd61e |
completed | March 1, 2026, 10:26 p.m. |
Created at: March 1, 2026, 7:47 p.m.