Triple
T2137022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashford |
E46676
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
Ashford Borough Council
Ashford Borough Council is the local government authority responsible for providing municipal services and administration for the Borough of Ashford in Kent, England.
|
E237174
|
NE FINISHED |
How this triple was built (4 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: Ashford Borough Council | Statement: [Ashford, governedBy, Ashford Borough Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashford Borough Council Context triple: [Ashford, governedBy, Ashford Borough Council]
-
A.
Watford Borough Council
Watford Borough Council is the local government authority responsible for providing municipal services and governance for the town of Watford in Hertfordshire, England.
-
B.
Ashford
Ashford is a large and rapidly growing town in the county of Kent in southeast England, known as a key transport hub with high-speed rail links to London and continental Europe.
-
C.
Ashford, Surrey
Ashford, Surrey is a suburban town in the borough of Spelthorne in southeast England, situated near Heathrow Airport and within the London commuter belt.
-
D.
Luton Borough Council
Luton Borough Council is the local government authority for the town of Luton in Bedfordshire, England, responsible for providing public services and administering local policies.
-
E.
Thanet District Council
Thanet District Council is the local government authority for the Thanet area in Kent, England, responsible for providing municipal services and managing local assets and infrastructure.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ashford Borough Council Triple: [Ashford, governedBy, Ashford Borough Council]
Generated description
Ashford Borough Council is the local government authority responsible for providing municipal services and administration for the Borough of Ashford in Kent, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashford Borough Council Target entity description: Ashford Borough Council is the local government authority responsible for providing municipal services and administration for the Borough of Ashford in Kent, England.
-
A.
Watford Borough Council
Watford Borough Council is the local government authority responsible for providing municipal services and governance for the town of Watford in Hertfordshire, England.
-
B.
Ashford
Ashford is a large and rapidly growing town in the county of Kent in southeast England, known as a key transport hub with high-speed rail links to London and continental Europe.
-
C.
Ashford, Surrey
Ashford, Surrey is a suburban town in the borough of Spelthorne in southeast England, situated near Heathrow Airport and within the London commuter belt.
-
D.
Luton Borough Council
Luton Borough Council is the local government authority for the town of Luton in Bedfordshire, England, responsible for providing public services and administering local policies.
-
E.
Thanet District Council
Thanet District Council is the local government authority for the Thanet area in Kent, England, responsible for providing municipal services and managing local assets and infrastructure.
- F. None of above. chosen
Provenance (5 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_69a88a174ab48190a5db20c132e5dccf |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbdff9254819094d27405478e29a0 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51af1e708190b63418da77776084 |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae5322097c81909d77d54ae258ab1a |
completed | March 9, 2026, 4:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5365cd808190aa8363b612ef0ec5 |
completed | March 9, 2026, 4:58 a.m. |
Created at: March 4, 2026, 7:44 p.m.