Triple

T7221964
Position Surface form Disambiguated ID Type / Status
Subject Grant Shapps E150279 entity
Predicate residence P75 FINISHED
Object Welwyn Hatfield, Hertfordshire, England E351652 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: Welwyn Hatfield, Hertfordshire, England | Statement: [Grant Shapps, residence, Welwyn Hatfield, Hertfordshire, England]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Welwyn Hatfield, Hertfordshire, England
Context triple: [Grant Shapps, residence, Welwyn Hatfield, Hertfordshire, England]
  • A. Hatfield, Hertfordshire, England
    Hatfield in Hertfordshire, England, is a historic commuter town north of London known for Hatfield House and its strong links to both Elizabethan history and modern industry.
  • B. Hillingdon, London, England
    Hillingdon is a suburban borough in West London, England, known for containing Heathrow Airport and a mix of residential areas, green spaces, and commercial hubs.
  • C. Buckhurst Hill, Essex, England
    Buckhurst Hill in Essex, England, is a suburban town on the northeastern edge of London, known for its residential character and proximity to Epping Forest.
  • D. Hoddesdon, Hertfordshire, England
    Hoddesdon is a historic market town in the Borough of Broxbourne in Hertfordshire, England, situated north of London and known for its commuter links and traditional high street.
  • E. Welwyn Hatfield chosen
    Welwyn Hatfield is a local government district and borough in Hertfordshire, England, that includes the towns of Welwyn Garden City and Hatfield.
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b42c5c81908c405f161c35ffb4 completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc0c3ff08190b855fa57967586ce completed March 28, 2026, 12:39 p.m.
Created at: March 27, 2026, 2:54 p.m.