Triple
T1217952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumbernauld |
E26148
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Cumbernauld College
Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
|
E140276
|
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: Cumbernauld College | Statement: [Cumbernauld, hasEducationalInstitution, Cumbernauld College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumbernauld College Context triple: [Cumbernauld, hasEducationalInstitution, Cumbernauld College]
-
A.
Kirkcaldy High School
Kirkcaldy High School is a long-established secondary school in Kirkcaldy, Fife, Scotland, serving local students with comprehensive education.
-
B.
Carnoustie High School
Carnoustie High School is a secondary education institution serving the town of Carnoustie and surrounding areas in Angus, Scotland.
-
C.
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.
-
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.
Govan High School
Govan High School is a secondary school in Glasgow, Scotland, best known for educating future Manchester United manager Sir Alex Ferguson.
- 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: Cumbernauld College Triple: [Cumbernauld, hasEducationalInstitution, Cumbernauld College]
Generated description
Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumbernauld College Target entity description: Cumbernauld College was a further education institution in Cumbernauld, Scotland, offering vocational and academic courses to local and regional students.
-
A.
Kirkcaldy High School
Kirkcaldy High School is a long-established secondary school in Kirkcaldy, Fife, Scotland, serving local students with comprehensive education.
-
B.
Carnoustie High School
Carnoustie High School is a secondary education institution serving the town of Carnoustie and surrounding areas in Angus, Scotland.
-
C.
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.
-
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.
Govan High School
Govan High School is a secondary school in Glasgow, Scotland, best known for educating future Manchester United manager Sir Alex Ferguson.
- 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_69a4948331fc8190b531ac9bec71c491 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be08157c8190b248bb75b922644f |
completed | March 1, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8a0d69f88190b3352016289b4a18 |
completed | March 7, 2026, 8:26 p.m. |
| NEDg | Description generation | batch_69ac8ac4e1648190b0b5b77eb617b3df |
completed | March 7, 2026, 8:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8b215458819080447a79e55e8ef0 |
completed | March 7, 2026, 8:31 p.m. |
Created at: March 1, 2026, 7:46 p.m.