Triple
T4426813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Noel Pemberton Billing |
E95228
|
entity |
| Predicate | constituencyRepresented |
P192
|
FINISHED |
| Object | East Hertfordshire |
E37530
|
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: East Hertfordshire | Statement: [Noel Pemberton Billing, constituencyRepresented, East Hertfordshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East Hertfordshire Context triple: [Noel Pemberton Billing, constituencyRepresented, East Hertfordshire]
-
A.
East Hertfordshire district
chosen
East Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing a mix of historic market towns and rural communities.
-
B.
North Hertfordshire district
North Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing several towns and villages in the north of the county.
-
C.
Hertfordshire
Hertfordshire is a county in southern England known for its historic market towns, countryside, and proximity to London.
-
D.
Bedfordshire
Bedfordshire is a ceremonial and non-metropolitan county in the East of England, known for its mix of rural countryside, market towns, and the large town of Luton.
-
E.
Buckinghamshire and Hertfordshire
Buckinghamshire and Hertfordshire are neighboring ceremonial and historic counties in southeastern England, situated northwest and north of London, respectively.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3554fb28081909018eaecc0c5c230 |
completed | March 13, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f633a69c8190b062c2a78b0f8319 |
completed | March 14, 2026, 11:58 p.m. |
Created at: March 12, 2026, 11:30 p.m.