Triple
T817672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sheffield |
E17685
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Sheffield Hallam University
Sheffield Hallam University is a large public university in Sheffield, England, known for its vocationally oriented courses, strong industry links, and applied research.
|
E173938
|
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: Sheffield Hallam University | Statement: [Sheffield, hasUniversity, Sheffield Hallam University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheffield Hallam University Context triple: [Sheffield, hasUniversity, Sheffield Hallam University]
-
A.
University of Hull
The University of Hull is a public research university in the city of Hull, known for its strong programs in social sciences, health, and maritime-related studies.
-
B.
Manchester Metropolitan University
Manchester Metropolitan University is a large public university in Manchester, England, known for its vocationally oriented courses, strong links with industry, and extensive urban campus.
-
C.
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.
-
D.
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.
-
E.
University of Sheffield
The University of Sheffield is a leading public research university in Sheffield, England, renowned for its strong academic programs and membership in major UK research collaborations.
- 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: Sheffield Hallam University Triple: [Sheffield, hasUniversity, Sheffield Hallam University]
Generated description
Sheffield Hallam University is a large public university in Sheffield, England, known for its vocationally oriented courses, strong industry links, and applied research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheffield Hallam University Target entity description: Sheffield Hallam University is a large public university in Sheffield, England, known for its vocationally oriented courses, strong industry links, and applied research.
-
A.
University of Hull
The University of Hull is a public research university in the city of Hull, known for its strong programs in social sciences, health, and maritime-related studies.
-
B.
Manchester Metropolitan University
Manchester Metropolitan University is a large public university in Manchester, England, known for its vocationally oriented courses, strong links with industry, and extensive urban campus.
-
C.
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.
-
D.
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.
-
E.
University of Sheffield
The University of Sheffield is a leading public research university in Sheffield, England, renowned for its strong academic programs and membership in major UK research collaborations.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab63f4a48190a61a14c3c41ed641 |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad293209648190a380175f85d6efcc |
completed | March 8, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69ad29f4edc48190b78a6df091e289ab |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a78b9608190b70f8d0ae531618d |
completed | March 8, 2026, 7:51 a.m. |
Created at: March 1, 2026, 7:38 p.m.