Triple
T8324410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walkern |
E194912
|
entity |
| Predicate | hasLocalGovernmentDistrictCouncil |
P13289
|
FINISHED |
| Object | East Herts Council |
E37530
|
NE FINISHED |
How this triple was built (3 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 Herts Council | Statement: [Walkern, hasLocalGovernmentDistrictCouncil, East Herts Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East Herts Council Context triple: [Walkern, hasLocalGovernmentDistrictCouncil, East Herts 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.
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.
-
C.
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.
-
D.
Huntingdonshire District Council
Huntingdonshire District Council is the local government authority responsible for providing district-level services and administration across the Huntingdonshire area of Cambridgeshire, England.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLocalGovernmentDistrictCouncil Context triple: [Walkern, hasLocalGovernmentDistrictCouncil, East Herts Council]
-
A.
hasCountyCouncil
Indicates that an entity is administratively governed or overseen by a specific county council.
-
B.
districtCouncil
chosen
Indicates that an entity serves as, or is governed by, a district-level council within a larger administrative or political structure.
-
C.
hasLocalGovernmentOffice
Indicates that a local government office is present or established within a specified location or jurisdiction.
-
D.
hasBoroughCouncil
Indicates that an administrative area is governed or overseen by a specific borough council.
-
E.
currentLocalAuthority
Indicates that one entity is the local governing authority that currently has jurisdiction over another entity or area.
- F. None of above.
Provenance (4 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_69ca82e7a8a88190a32bb5cc0feb012d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f7e4f8081908e0f876ad962c932 |
completed | March 31, 2026, 8:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc6fee5dc8190b2de22d210884e51 |
completed | April 2, 2026, 1:31 a.m. |
| PD | Predicate disambiguation | batch_69cb70bf689c8190a9d9b6b872abf53d |
completed | March 31, 2026, 6:59 a.m. |
Created at: March 30, 2026, 5:56 p.m.