Triple
T7100111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ridge, Hertfordshire |
E165434
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Hertsmere Borough Council
Hertsmere Borough Council is the local government authority responsible for providing municipal services and administration across the borough of Hertsmere in Hertfordshire, England.
|
E642793
|
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: Hertsmere Borough Council | Statement: [Ridge, Hertfordshire, governingBody, Hertsmere Borough Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hertsmere Borough Council Context triple: [Ridge, Hertfordshire, governingBody, Hertsmere Borough Council]
-
A.
Hertfordshire County Council
Hertfordshire County Council is the upper-tier local government authority responsible for providing county-wide services such as education, transport, and social care across Hertfordshire in England.
-
B.
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.
-
C.
Buckinghamshire Council
Buckinghamshire Council is the unitary local authority responsible for providing public services and governance across the county of Buckinghamshire in South East England.
-
D.
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.
-
E.
Spelthorne Borough Council
Spelthorne Borough Council is the local authority responsible for providing municipal services and governance across the Borough of Spelthorne in Surrey, England.
- 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: Hertsmere Borough Council Triple: [Ridge, Hertfordshire, governingBody, Hertsmere Borough Council]
Generated description
Hertsmere Borough Council is the local government authority responsible for providing municipal services and administration across the borough of Hertsmere in Hertfordshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hertsmere Borough Council Target entity description: Hertsmere Borough Council is the local government authority responsible for providing municipal services and administration across the borough of Hertsmere in Hertfordshire, England.
-
A.
Hertfordshire County Council
Hertfordshire County Council is the upper-tier local government authority responsible for providing county-wide services such as education, transport, and social care across Hertfordshire in England.
-
B.
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.
-
C.
Buckinghamshire Council
Buckinghamshire Council is the unitary local authority responsible for providing public services and governance across the county of Buckinghamshire in South East England.
-
D.
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.
-
E.
Spelthorne Borough Council
Spelthorne Borough Council is the local authority responsible for providing municipal services and governance across the Borough of Spelthorne in Surrey, England.
- 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_69c6887fcddc8190a5d58908f6dee590 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e58531c88190a32746f9a97da709 |
completed | March 27, 2026, 8:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79ca6236c81908a7051bd00d0ca90 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79eb0d2cc8190a7f09708d8fa8cc0 |
completed | March 28, 2026, 9:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79f2d85388190b17dc918da7ae357 |
completed | March 28, 2026, 9:28 a.m. |
Created at: March 27, 2026, 2:42 p.m.