Triple
T17174093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Advanced Manufacturing Park |
E416812
|
entity |
| Predicate | hasResearchPartner |
P14089
|
FINISHED |
| Object | Sheffield Hallam University |
E173938
|
NE FINISHED |
How this triple was built (2 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: [Advanced Manufacturing Park, hasResearchPartner, Sheffield Hallam University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheffield Hallam University Context triple: [Advanced Manufacturing Park, hasResearchPartner, Sheffield Hallam University]
-
A.
Sheffield Hallam University
chosen
Sheffield Hallam University is a large public university in Sheffield, England, known for its vocationally oriented courses, strong industry links, and applied research.
-
B.
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.
-
C.
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.
-
D.
Leeds Beckett University
Leeds Beckett University is a public university in Leeds, England, known for its career-focused courses and strong links with industry and the creative sectors.
-
E.
Teesside University
Teesside University is a public university in Middlesbrough, England, known for its career-focused programs and strong links to industry and the creative sectors.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886d5f34c8190b24564dfaa63f3fb |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3fc0c329081909f118bd4b7be8653 |
completed | April 18, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fc83984819098c98b75cf021e3a |
completed | May 11, 2026, 4:49 a.m. |
Created at: April 10, 2026, 5:37 a.m.