Triple
T8898866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hatfield |
E211873
|
entity |
| Predicate | hasUniversityCampus |
P4623
|
FINISHED |
| Object | University of Hertfordshire |
E292964
|
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: University of Hertfordshire | Statement: [Hatfield, hasUniversityCampus, University of Hertfordshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Hertfordshire Context triple: [Hatfield, hasUniversityCampus, University of Hertfordshire]
-
A.
University of Hertfordshire
chosen
The University of Hertfordshire is a modern public university in Hatfield, England, known for its strong focus on employability, industry partnerships, and professionally oriented courses.
-
B.
University of Bedfordshire
The University of Bedfordshire is a modern public university in England known for its vocationally oriented courses, diverse student body, and main campus in the town of Luton.
-
C.
University of Essex
The University of Essex is a public research university in England known for its strengths in social sciences, human rights, and data analytics.
-
D.
University of Greenwich
The University of Greenwich is a public university in London, England, known for its historic riverside campus and wide range of undergraduate and postgraduate programs.
-
E.
University of Northampton
The University of Northampton is a public university in Northampton, England, known for its focus on social impact, employability, and vocationally oriented higher education.
- 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_69ca83918d3081909b326fa3750cb8c8 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc642618908190b3df50cbbabff93d |
completed | April 1, 2026, 12:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfac10be588190bd1b44f09ded7826 |
completed | April 3, 2026, 12:01 p.m. |
Created at: March 30, 2026, 6:54 p.m.