Triple

T14188809
Position Surface form Disambiguated ID Type / Status
Subject Welwyn Hatfield E351652 entity
Predicate hasUniversityCampus P4623 FINISHED
Object University of Hertfordshire (Hatfield campus) 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 (Hatfield campus) | Statement: [Welwyn Hatfield, hasUniversityCampus, University of Hertfordshire (Hatfield campus)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Hertfordshire (Hatfield campus)
Context triple: [Welwyn Hatfield, hasUniversityCampus, University of Hertfordshire (Hatfield campus)]
  • 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. North Hertfordshire College
    North Hertfordshire College is a further education institution in Hertfordshire, England, offering a range of vocational and academic courses across multiple campuses.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61de509881908967ef5031f2a8d9 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd194543f081909cb11cf0881afa90 completed May 7, 2026, 10:59 p.m.
Created at: April 10, 2026, 1:03 a.m.