Triple
T5345331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Student Loans Company |
E124039
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Student Finance Wales
Student Finance Wales is a government-backed service that administers financial support for students in Wales, including tuition fee and maintenance funding.
|
E513131
|
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: Student Finance Wales | Statement: [Student Loans Company, collaboratesWith, Student Finance Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Student Finance Wales Context triple: [Student Loans Company, collaboratesWith, Student Finance Wales]
-
A.
University of South Wales
The University of South Wales is a large public university in Wales known for its vocationally focused courses, strong links with industry, and multiple campuses including in Cardiff, Newport, and Pontypridd.
-
B.
Coleg Gwent
Coleg Gwent is one of Wales’s largest further education colleges, offering a wide range of academic and vocational courses across multiple campuses in and around Newport.
-
C.
Merthyr Tydfil College
Merthyr Tydfil College is a further education institution in Merthyr Tydfil, Wales, offering a range of academic and vocational courses for post-16 learners.
-
D.
Glyndŵr University
Glyndŵr University is a higher education institution in Wales known for its vocationally oriented courses and strong links with local industry and communities.
-
E.
University of Wales Trinity Saint David
The University of Wales Trinity Saint David is a multi-campus public university in Wales formed through mergers of historic institutions, offering a wide range of academic and vocational programs.
- 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: Student Finance Wales Triple: [Student Loans Company, collaboratesWith, Student Finance Wales]
Generated description
Student Finance Wales is a government-backed service that administers financial support for students in Wales, including tuition fee and maintenance funding.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Student Finance Wales Target entity description: Student Finance Wales is a government-backed service that administers financial support for students in Wales, including tuition fee and maintenance funding.
-
A.
University of South Wales
The University of South Wales is a large public university in Wales known for its vocationally focused courses, strong links with industry, and multiple campuses including in Cardiff, Newport, and Pontypridd.
-
B.
Coleg Gwent
Coleg Gwent is one of Wales’s largest further education colleges, offering a wide range of academic and vocational courses across multiple campuses in and around Newport.
-
C.
Merthyr Tydfil College
Merthyr Tydfil College is a further education institution in Merthyr Tydfil, Wales, offering a range of academic and vocational courses for post-16 learners.
-
D.
Glyndŵr University
Glyndŵr University is a higher education institution in Wales known for its vocationally oriented courses and strong links with local industry and communities.
-
E.
University of Wales Trinity Saint David
The University of Wales Trinity Saint David is a multi-campus public university in Wales formed through mergers of historic institutions, offering a wide range of academic and vocational programs.
- 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_69bd464be27081908807b40b75c1bbae |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd85ec46ac81908e45ffb1b7a71507 |
completed | March 20, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21c95ed0819084a9cdcaf5148988 |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf2236219c8190bd5c439ea13ea83a |
completed | March 21, 2026, 10:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf229a0ad88190b7edc02a98f5fe31 |
completed | March 21, 2026, 10:58 p.m. |
Created at: March 20, 2026, 2:01 p.m.