Triple
T7699081
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Redditch |
E174442
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Heart of Worcestershire College (Redditch campus)
Heart of Worcestershire College (Redditch campus) is a further education college site in Redditch, England, offering vocational courses, apprenticeships, and adult learning across a range of subjects.
|
E682845
|
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: Heart of Worcestershire College (Redditch campus) | Statement: [Redditch, hasEducationalInstitution, Heart of Worcestershire College (Redditch campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heart of Worcestershire College (Redditch campus) Context triple: [Redditch, hasEducationalInstitution, Heart of Worcestershire College (Redditch campus)]
-
A.
University of Worcester
The University of Worcester is a public university in the city of Worcester, England, known for its strengths in education, health, sports, and environmental sustainability.
-
B.
University of Wolverhampton
The University of Wolverhampton is a public university in England known for its vocationally oriented courses, strong links with industry, and multiple campuses across the West Midlands.
-
C.
Gloucestershire College
Gloucestershire College is a further and higher education institution in Gloucestershire, England, offering a wide range of vocational, academic, and professional courses across multiple campuses.
-
D.
Sandwell College
Sandwell College is a further and higher education institution in Sandwell, England, offering a wide range of vocational, academic, and professional courses.
-
E.
North Warwickshire and South Leicestershire College
North Warwickshire and South Leicestershire College is a further education college in England offering vocational, technical, and academic courses to students across the North Warwickshire and South Leicestershire areas.
- 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: Heart of Worcestershire College (Redditch campus) Triple: [Redditch, hasEducationalInstitution, Heart of Worcestershire College (Redditch campus)]
Generated description
Heart of Worcestershire College (Redditch campus) is a further education college site in Redditch, England, offering vocational courses, apprenticeships, and adult learning across a range of subjects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heart of Worcestershire College (Redditch campus) Target entity description: Heart of Worcestershire College (Redditch campus) is a further education college site in Redditch, England, offering vocational courses, apprenticeships, and adult learning across a range of subjects.
-
A.
University of Worcester
The University of Worcester is a public university in the city of Worcester, England, known for its strengths in education, health, sports, and environmental sustainability.
-
B.
University of Wolverhampton
The University of Wolverhampton is a public university in England known for its vocationally oriented courses, strong links with industry, and multiple campuses across the West Midlands.
-
C.
Gloucestershire College
Gloucestershire College is a further and higher education institution in Gloucestershire, England, offering a wide range of vocational, academic, and professional courses across multiple campuses.
-
D.
Sandwell College
Sandwell College is a further and higher education institution in Sandwell, England, offering a wide range of vocational, academic, and professional courses.
-
E.
North Warwickshire and South Leicestershire College
North Warwickshire and South Leicestershire College is a further education college in England offering vocational, technical, and academic courses to students across the North Warwickshire and South Leicestershire areas.
- 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_69c6995a72cc8190998e56daa6f8e453 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7026a8268819097c03458ed263a55 |
completed | March 27, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8acb3ac4481909acafe50b9507aaa |
completed | March 29, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69c8adeb3948819087404b0d7d7e619e |
completed | March 29, 2026, 4:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8aedede388190b8eb79cea223c31c |
completed | March 29, 2026, 4:47 a.m. |
Created at: March 27, 2026, 4:03 p.m.