Triple

T12971998
Position Surface form Disambiguated ID Type / Status
Subject Hemel Hempstead E321419 entity
Predicate hasParliamentaryConstituency P2710 FINISHED
Object Hemel Hempstead (UK Parliament constituency) E811247 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: Hemel Hempstead (UK Parliament constituency) | Statement: [Hemel Hempstead, hasParliamentaryConstituency, Hemel Hempstead (UK Parliament constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hemel Hempstead (UK Parliament constituency)
Context triple: [Hemel Hempstead, hasParliamentaryConstituency, Hemel Hempstead (UK Parliament constituency)]
  • A. Hemel Hempstead (UK Parliament constituency) chosen
    Hemel Hempstead (UK Parliament constituency) is a UK parliamentary seat in Hertfordshire that elects one Member of Parliament to the House of Commons.
  • B. Hertsmere (UK Parliament constituency)
    Hertsmere (UK Parliament constituency) is a UK parliamentary seat in Hertfordshire, England, represented in the House of Commons and covering towns such as Borehamwood, Bushey, and Potters Bar.
  • C. Hertford constituency
    Hertford constituency was a former parliamentary constituency in Hertfordshire, England, that elected Members of Parliament to the UK House of Commons.
  • D. Hendon (UK Parliament constituency)
    Hendon (UK Parliament constituency) is a UK parliamentary seat in the London Borough of Barnet, representing a suburban area of northwest London in the House of Commons.
  • E. Chislehurst (UK Parliament constituency)
    Chislehurst (UK Parliament constituency) was a former parliamentary seat in southeast London that represented the Chislehurst area in the UK House of Commons before being replaced by Bromley and Chislehurst.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e418d548190be1c73db76cb3aa8 completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8ea91f08190b1daf6d05621acf9 completed May 3, 2026, 2:54 a.m.
Created at: April 9, 2026, 8:36 p.m.