Triple
T4652435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stoke-on-Trent |
E102325
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Staffordshire University
Staffordshire University is a public university in England known for its strong focus on vocational courses, digital technologies, and industry partnerships.
|
E457962
|
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: Staffordshire University | Statement: [Stoke-on-Trent, hasUniversity, Staffordshire University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Staffordshire University Context triple: [Stoke-on-Trent, hasUniversity, Staffordshire University]
-
A.
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.
-
B.
Aston University
Aston University is a public research university in Birmingham, England, known for its strong focus on business, engineering, and applied sciences.
-
C.
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.
-
D.
Nottingham Trent University
Nottingham Trent University is a large public research university based in Nottingham, England, known for its career-focused courses and strong industry links.
-
E.
University of Huddersfield
The University of Huddersfield is a public research university in the town of Huddersfield, England, known for its vocationally oriented courses and strong links with industry.
- 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: Staffordshire University Triple: [Stoke-on-Trent, hasUniversity, Staffordshire University]
Generated description
Staffordshire University is a public university in England known for its strong focus on vocational courses, digital technologies, and industry partnerships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Staffordshire University Target entity description: Staffordshire University is a public university in England known for its strong focus on vocational courses, digital technologies, and industry partnerships.
-
A.
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.
-
B.
Aston University
Aston University is a public research university in Birmingham, England, known for its strong focus on business, engineering, and applied sciences.
-
C.
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.
-
D.
Nottingham Trent University
Nottingham Trent University is a large public research university based in Nottingham, England, known for its career-focused courses and strong industry links.
-
E.
University of Huddersfield
The University of Huddersfield is a public research university in the town of Huddersfield, England, known for its vocationally oriented courses and strong links with industry.
- 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_69bd43d71a308190afea7280841b0de8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6314883481908f085a7af497b0d8 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaeb1ee081909ef641953bdf8df3 |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfbc12acc8190b8116a6003abb3e3 |
completed | March 21, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc44536c8190a71e52b0690a7570 |
completed | March 21, 2026, 2:02 a.m. |
Created at: March 20, 2026, 1:14 p.m.