Triple
T12971973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hemel Hempstead |
E321419
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object | Dacorum Borough Council |
E361402
|
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: Dacorum Borough Council | Statement: [Hemel Hempstead, governedBy, Dacorum Borough Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dacorum Borough Council Context triple: [Hemel Hempstead, governedBy, Dacorum Borough Council]
-
A.
Dacorum Borough Council
chosen
Dacorum Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Dacorum in Hertfordshire, England.
-
B.
Middlesex Borough Council
Middlesex Borough Council is the municipal governing body responsible for setting local policy, passing ordinances, and overseeing services in Middlesex Borough, New Jersey.
-
C.
Hounslow London Borough Council
Hounslow London Borough Council is the local authority responsible for providing municipal services and governance across the London Borough of Hounslow in west London.
-
D.
Lansdowne Borough Council
Lansdowne Borough Council is the elected municipal governing body responsible for setting local policy, passing ordinances, and overseeing administration in Lansdowne, Pennsylvania.
-
E.
Barnet London Borough Council
Barnet London Borough Council is the local authority responsible for providing municipal services and governance for the London Borough of Barnet in Greater London, England.
- 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.