Triple
T7737998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Arnold |
E175431
|
entity |
| Predicate | birthPlace |
P1
|
FINISHED |
| Object | Luton, Bedfordshire, England |
E51115
|
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: Luton, Bedfordshire, England | Statement: [David Arnold, birthPlace, Luton, Bedfordshire, England]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luton, Bedfordshire, England Context triple: [David Arnold, birthPlace, Luton, Bedfordshire, England]
-
A.
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.
-
B.
Woburn, Bedfordshire, England
Woburn, Bedfordshire, England is a historic village in central Bedfordshire known for the nearby Woburn Abbey estate and its long-standing aristocratic and architectural heritage.
-
C.
Bedford, England
Bedford, England is a historic market town and the county town of Bedfordshire in eastern England, known for its riverside setting on the River Great Ouse and its role as a regional commercial and cultural center.
-
D.
Chelmsford, Essex, England
Chelmsford, Essex, England is a historic city in the East of England that serves as the county town of Essex and a major commercial and administrative center in the region.
-
E.
Luton
chosen
Luton is a large town in Bedfordshire, England, known for its international airport and diverse urban population.
- 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_69c6995f9c60819092e386192bd63c6f |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7035a97688190bf93efeee2e365ec |
completed | March 27, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8be3db6a481909750c13f9141b84b |
completed | March 29, 2026, 5:53 a.m. |
Created at: March 27, 2026, 4:07 p.m.