Triple
T6255642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barnsley |
E140156
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
Barnsley College
Barnsley College is a further and higher education institution in Barnsley, South Yorkshire, England, offering a wide range of academic and vocational courses.
|
E579297
|
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: Barnsley College | Statement: [Barnsley, hasCollege, Barnsley College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barnsley College Context triple: [Barnsley, hasCollege, Barnsley College]
-
A.
Doncaster College
Doncaster College is a further and higher education institution in Doncaster, South Yorkshire, offering a wide range of vocational, academic, and professional courses.
-
B.
Rotherham College
Rotherham College is a further education institution in Rotherham, South Yorkshire, offering a range of vocational courses, apprenticeships, and adult learning programs.
-
C.
Kirklees College
Kirklees College is a large further education institution in West Yorkshire, England, offering vocational courses, apprenticeships, and higher education across multiple campuses.
-
D.
Burnley College
Burnley College is a further education and sixth form college in Burnley, Lancashire, England, offering a range of academic and vocational courses to post-16 students and adults.
-
E.
Tameside College
Tameside College is a further education institution in Greater Manchester, England, offering vocational courses, apprenticeships, and adult learning 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: Barnsley College Triple: [Barnsley, hasCollege, Barnsley College]
Generated description
Barnsley College is a further and higher education institution in Barnsley, South Yorkshire, England, offering a wide range of academic and vocational courses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barnsley College Target entity description: Barnsley College is a further and higher education institution in Barnsley, South Yorkshire, England, offering a wide range of academic and vocational courses.
-
A.
Doncaster College
Doncaster College is a further and higher education institution in Doncaster, South Yorkshire, offering a wide range of vocational, academic, and professional courses.
-
B.
Rotherham College
Rotherham College is a further education institution in Rotherham, South Yorkshire, offering a range of vocational courses, apprenticeships, and adult learning programs.
-
C.
Kirklees College
Kirklees College is a large further education institution in West Yorkshire, England, offering vocational courses, apprenticeships, and higher education across multiple campuses.
-
D.
Burnley College
Burnley College is a further education and sixth form college in Burnley, Lancashire, England, offering a range of academic and vocational courses to post-16 students and adults.
-
E.
Tameside College
Tameside College is a further education institution in Greater Manchester, England, offering vocational courses, apprenticeships, and adult learning 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_69c008b4858c819095b0199114a9a87b |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06363d6008190bf05e003b1f74497 |
completed | March 22, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c244379f308190b73fe7ed4ed678e9 |
completed | March 24, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c246309e5081908cd00cdf15f545d3 |
completed | March 24, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c246cd73608190a76e1d99da153338 |
completed | March 24, 2026, 8:09 a.m. |
Created at: March 22, 2026, 4:24 p.m.