Triple
T1986147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheltenham |
E43144
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
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.
|
E226492
|
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: Gloucestershire College | Statement: [Cheltenham, hasCollege, Gloucestershire College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gloucestershire College Context triple: [Cheltenham, hasCollege, Gloucestershire College]
-
A.
University of Gloucestershire
The University of Gloucestershire is a public university in England known for its vocationally focused courses, strong links with local industry, and multiple campuses across the county including in Gloucester and Cheltenham.
-
B.
Solent University
Solent University is a public university in Southampton, England, known for its vocationally focused courses and strong links to the maritime and creative industries.
-
C.
Farnham College
Farnham College is a further education institution in Farnham, England, offering a range of academic and vocational courses for post-16 students.
-
D.
University of Chichester
The University of Chichester is a public university in southern England known for its strong focus on teaching quality, the arts, sport, and teacher education.
-
E.
South Thames College
South Thames College is a further education institution in London offering a wide range of vocational and academic courses to post-16 students and adults.
- 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: Gloucestershire College Triple: [Cheltenham, hasCollege, Gloucestershire College]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gloucestershire College Target entity description: 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.
-
A.
University of Gloucestershire
The University of Gloucestershire is a public university in England known for its vocationally focused courses, strong links with local industry, and multiple campuses across the county including in Gloucester and Cheltenham.
-
B.
Solent University
Solent University is a public university in Southampton, England, known for its vocationally focused courses and strong links to the maritime and creative industries.
-
C.
Farnham College
Farnham College is a further education institution in Farnham, England, offering a range of academic and vocational courses for post-16 students.
-
D.
University of Chichester
The University of Chichester is a public university in southern England known for its strong focus on teaching quality, the arts, sport, and teacher education.
-
E.
South Thames College
South Thames College is a further education institution in London offering a wide range of vocational and academic courses to post-16 students and adults.
- 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_69a88713ddc88190a969715658ebe7a8 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8232d788190938f261fd4b2f2fd |
completed | March 7, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0ad53ccc8190b0e0f44cfddfe9a4 |
completed | March 8, 2026, 11:48 p.m. |
| NEDg | Description generation | batch_69ae0b49abfc81908876ea54c7b7dcc2 |
completed | March 8, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0d1bb5c881908c27bdd359e78773 |
completed | March 8, 2026, 11:58 p.m. |
Created at: March 4, 2026, 7:37 p.m.