Triple
T4433110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sandwell |
E95379
|
entity |
| Predicate | hasUniversityCampus |
P4623
|
FINISHED |
| Object |
Sandwell College
Sandwell College is a further and higher education institution in Sandwell, England, offering a wide range of vocational, academic, and professional courses.
|
E440582
|
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: Sandwell College | Statement: [Sandwell, hasUniversityCampus, Sandwell College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sandwell College Context triple: [Sandwell, hasUniversityCampus, Sandwell College]
-
A.
Birmingham City University
Birmingham City University is a modern public university in Birmingham, England, known for its vocationally focused courses and strong links with industry and the creative sectors.
-
B.
Dudley College of Technology
Dudley College of Technology is a further and higher education college in Dudley, England, offering vocational, technical, and professional courses to students and adult learners.
-
C.
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.
-
D.
Coventry University
Coventry University is a public research university located in the city of Coventry in England’s West Midlands, known for its career-focused courses and strong links with industry.
-
E.
University College Birmingham
University College Birmingham is a UK higher education institution in Birmingham known for its vocational, professional, and hospitality-focused 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: Sandwell College Triple: [Sandwell, hasUniversityCampus, Sandwell College]
Generated description
Sandwell College is a further and higher education institution in Sandwell, England, offering a wide range of vocational, academic, and professional courses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sandwell College Target entity description: Sandwell College is a further and higher education institution in Sandwell, England, offering a wide range of vocational, academic, and professional courses.
-
A.
Birmingham City University
Birmingham City University is a modern public university in Birmingham, England, known for its vocationally focused courses and strong links with industry and the creative sectors.
-
B.
Dudley College of Technology
Dudley College of Technology is a further and higher education college in Dudley, England, offering vocational, technical, and professional courses to students and adult learners.
-
C.
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.
-
D.
Coventry University
Coventry University is a public research university located in the city of Coventry in England’s West Midlands, known for its career-focused courses and strong links with industry.
-
E.
University College Birmingham
University College Birmingham is a UK higher education institution in Birmingham known for its vocational, professional, and hospitality-focused courses.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35587bc048190aee8e0ed94b6e064 |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6137171148190b77a6f783d5cf315 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b6177d1a588190991fddf506239d22 |
completed | March 15, 2026, 2:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b61b6bc1448190b30d444a821bb1a5 |
completed | March 15, 2026, 2:37 a.m. |
Created at: March 12, 2026, 11:31 p.m.