Triple
T20468866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Badham |
E502129
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object | Luton, Bedfordshire, England, United Kingdom |
—
|
NE NERFINISHED |
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, United Kingdom | Statement: [John Badham, placeOfBirth, Luton, Bedfordshire, England, United Kingdom]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luton, Bedfordshire, England, United Kingdom Context triple: [John Badham, placeOfBirth, Luton, Bedfordshire, England, United Kingdom]
-
A.
Luton, Bedfordshire, England
chosen
Luton, Bedfordshire, England is a large town in southeast England known historically for its automotive manufacturing and hat-making industries, and for being home to London Luton Airport.
-
B.
Watford, Hertfordshire, England
Watford, Hertfordshire, England is a large town and borough in southeast England, northwest of central London, known as a major commercial and commuter hub with extensive transport links and shopping facilities.
-
C.
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.
-
D.
Aylesbury, Buckinghamshire, England
Aylesbury is the county town of Buckinghamshire in South East England, known for its historic market center and role as an administrative and commercial hub for the surrounding area.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4ae5f1081908768b0c9a3a0bf38 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6995e71c08190911fadbc433f0f4d |
completed | April 20, 2026, 9:23 p.m. |
Created at: April 16, 2026, 11:33 a.m.