Triple
T1986121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheltenham |
E43144
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Cheltenham Borough Council
Cheltenham Borough Council is the local government authority responsible for providing municipal services and administration for the town of Cheltenham in Gloucestershire, England.
|
E222963
|
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: Cheltenham Borough Council | Statement: [Cheltenham, governingBody, Cheltenham Borough Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Borough Council Context triple: [Cheltenham, governingBody, Cheltenham Borough Council]
-
A.
Cheltenham
Cheltenham is a spa town in Gloucestershire, England, known for its Regency architecture, cultural festivals, and the prestigious Cheltenham Racecourse.
-
B.
Chesterfield Borough
Chesterfield Borough is a local government district and borough in the county of Derbyshire, England, centered on the market town of Chesterfield.
-
C.
Cherwell District Council
Cherwell District Council is the local government authority responsible for providing district-level services and administration in the Cherwell area of Oxfordshire, England.
-
D.
Monmouthshire County Council
Monmouthshire County Council is the principal local authority responsible for providing public services and local governance across the county of Monmouthshire in southeast Wales.
-
E.
Chichester District
Chichester District is a local government district in West Sussex, England, encompassing the historic cathedral city of Chichester and its surrounding rural and coastal areas.
- 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: Cheltenham Borough Council Triple: [Cheltenham, governingBody, Cheltenham Borough Council]
Generated description
Cheltenham Borough Council is the local government authority responsible for providing municipal services and administration for the town of Cheltenham in Gloucestershire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Borough Council Target entity description: Cheltenham Borough Council is the local government authority responsible for providing municipal services and administration for the town of Cheltenham in Gloucestershire, England.
-
A.
Cheltenham
Cheltenham is a spa town in Gloucestershire, England, known for its Regency architecture, cultural festivals, and the prestigious Cheltenham Racecourse.
-
B.
Chesterfield Borough
Chesterfield Borough is a local government district and borough in the county of Derbyshire, England, centered on the market town of Chesterfield.
-
C.
Cherwell District Council
Cherwell District Council is the local government authority responsible for providing district-level services and administration in the Cherwell area of Oxfordshire, England.
-
D.
Monmouthshire County Council
Monmouthshire County Council is the principal local authority responsible for providing public services and local governance across the county of Monmouthshire in southeast Wales.
-
E.
Chichester District
Chichester District is a local government district in West Sussex, England, encompassing the historic cathedral city of Chichester and its surrounding rural and coastal areas.
- 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_69a88713ddc88190a969715658ebe7a8 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8232d788190938f261fd4b2f2fd |
completed | March 7, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0331eec881909463163fb71e4eba |
completed | March 8, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69ae03e575a88190a93181eb9d9bc3eb |
completed | March 8, 2026, 11:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0473aecc8190b3da07fb8fd18e81 |
completed | March 8, 2026, 11:21 p.m. |
Created at: March 4, 2026, 7:37 p.m.