Triple
T5251870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flintshire |
E118605
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Coleg Cambria
Coleg Cambria is a large further education college in North East Wales offering a wide range of academic, vocational, and apprenticeship courses.
|
E507200
|
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: Coleg Cambria | Statement: [Flintshire, hasEducationalInstitution, Coleg Cambria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coleg Cambria Context triple: [Flintshire, hasEducationalInstitution, Coleg Cambria]
-
A.
Stroud College
Stroud College is a further education institution in Stroud, England, known for offering post-16 and vocational courses and for having educated actor and comedian Simon Pegg.
-
B.
South College
South College is one of the constituent colleges of Durham University, providing residential, social, and academic support within the university’s collegiate system.
-
C.
Stephenson College
Stephenson College is a constituent college of Durham University, providing accommodation, academic support, and a social community for its students.
-
D.
Walsh University
Walsh University is a private Roman Catholic university located in North Canton, Ohio, offering a range of undergraduate and graduate programs.
-
E.
Isle of Wight College
Isle of Wight College is a further and higher education institution on the Isle of Wight offering a range of vocational, academic, and professional courses to local and international students.
- 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: Coleg Cambria Triple: [Flintshire, hasEducationalInstitution, Coleg Cambria]
Generated description
Coleg Cambria is a large further education college in North East Wales offering a wide range of academic, vocational, and apprenticeship courses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coleg Cambria Target entity description: Coleg Cambria is a large further education college in North East Wales offering a wide range of academic, vocational, and apprenticeship courses.
-
A.
Stroud College
Stroud College is a further education institution in Stroud, England, known for offering post-16 and vocational courses and for having educated actor and comedian Simon Pegg.
-
B.
South College
South College is one of the constituent colleges of Durham University, providing residential, social, and academic support within the university’s collegiate system.
-
C.
Stephenson College
Stephenson College is a constituent college of Durham University, providing accommodation, academic support, and a social community for its students.
-
D.
Walsh University
Walsh University is a private Roman Catholic university located in North Canton, Ohio, offering a range of undergraduate and graduate programs.
-
E.
Isle of Wight College
Isle of Wight College is a further and higher education institution on the Isle of Wight offering a range of vocational, academic, and professional courses to local and international students.
- 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_69bd446978108190bb5f9c5c23d93f88 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b7b840881908bb1ecb8a0047382 |
completed | March 20, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69befe7005308190a659efbd779c314b |
completed | March 21, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69beff4322308190b252820e7213f05e |
completed | March 21, 2026, 8:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beffe02d208190b857d6aaa4d85dae |
completed | March 21, 2026, 8:30 p.m. |
Created at: March 20, 2026, 1:50 p.m.