Triple

T4330416
Position Surface form Disambiguated ID Type / Status
Subject Hatfield, Hertfordshire, England E96734 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, Hertfordshire, England, hasUniversityCampus, University of Hertfordshire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Hertfordshire
Context triple: [Hatfield, Hertfordshire, England, 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 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.
  • 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.
  • 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3514c39748190900e13e70ed8848c completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d09fad588190b488012b4fc6cb8c completed March 14, 2026, 9:18 p.m.
Created at: March 12, 2026, 11:13 p.m.