Triple
T8799969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Lloyd Clubs |
E209379
|
entity |
| Predicate | headquartersLocation |
P62
|
FINISHED |
| Object | Hatfield, Hertfordshire, United Kingdom |
E96734
|
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: Hatfield, Hertfordshire, United Kingdom | Statement: [David Lloyd Clubs, headquartersLocation, Hatfield, Hertfordshire, United Kingdom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hatfield, Hertfordshire, United Kingdom Context triple: [David Lloyd Clubs, headquartersLocation, Hatfield, Hertfordshire, United Kingdom]
-
A.
Hatfield, Hertfordshire, England
chosen
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.
Hertfordshire, United Kingdom
Hertfordshire, United Kingdom is a county in southern England bordering Greater London, known for its commuter towns, historic market centers, and mix of urban and rural landscapes.
-
C.
Ware, Hertfordshire
Ware, Hertfordshire is a historic market town in eastern Hertfordshire, England, situated on the River Lea and known for its coaching inns and maltings.
-
D.
Havering-atte-Bower, Essex, England
Havering-atte-Bower in Essex, England, is a historic village and former royal residence noted for its connections to medieval English royalty.
-
E.
Hitchin, Hertfordshire, England
Hitchin, in Hertfordshire, England, is a historic market town known for its medieval roots, traditional town centre, and role as a former agricultural and trading hub north of London.
- 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_69ca836320e48190b5cf585b90a322c4 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5fb7491c8190bcdb98d6cc003d9e |
completed | March 31, 2026, 11:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6f6fdd688190bf40bbde0be991e1 |
completed | April 3, 2026, 7:42 a.m. |
Created at: March 30, 2026, 6:44 p.m.