Cotswolds Area of Outstanding Natural Beauty

E345962

Area of Outstanding Natural Beauty protected area

The Cotswolds Area of Outstanding Natural Beauty is a protected rural landscape in south-central England, renowned for its rolling hills, picturesque stone-built villages, and historic market towns.

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All labels observed (8)

Label	Occurrences
Cotswolds Area of Outstanding Natural Beauty canonical	13
Cotswold Area of Outstanding Natural Beauty	7
Cotswolds area	4
Cotswolds AONB	2
Cotswolds National Landscape	2
Cotswold area	1
Gloucestershire countryside	1
The Cotswolds	1

How this entity was disambiguated

This entity first appeared as the object of triple T3318964 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Cotswolds Area of Outstanding Natural Beauty
Context triple: [The Cotswolds (UK Parliament constituency), containsPartOf, Cotswolds Area of Outstanding Natural Beauty]

A. Chilterns Area of Outstanding Natural Beauty
The Chilterns Area of Outstanding Natural Beauty is a protected chalk landscape in southeast England known for its rolling hills, beech woodlands, and scenic countryside.
B. Cannock Chase Area of Outstanding Natural Beauty
Cannock Chase Area of Outstanding Natural Beauty is a protected landscape in England known for its heathland, woodlands, and rich wildlife, offering extensive opportunities for walking, cycling, and outdoor recreation.
C. Wye Valley Area of Outstanding Natural Beauty
The Wye Valley Area of Outstanding Natural Beauty is a protected landscape along the River Wye on the England–Wales border, renowned for its dramatic limestone gorges, ancient woodlands, and rich cultural heritage.
D. Howardian Hills Area of Outstanding Natural Beauty
The Howardian Hills Area of Outstanding Natural Beauty is a protected rural landscape in northern England known for its rolling farmland, wooded hills, historic estates, and rich biodiversity.
E. Quantock Hills Area of Outstanding Natural Beauty
Quantock Hills Area of Outstanding Natural Beauty is a protected landscape in southwest England known for its heathland ridges, deep wooded combes, and far-reaching views over the Bristol Channel.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Cotswolds Area of Outstanding Natural Beauty
Target entity description: The Cotswolds Area of Outstanding Natural Beauty is a protected rural landscape in south-central England, renowned for its rolling hills, picturesque stone-built villages, and historic market towns.

A. Chilterns Area of Outstanding Natural Beauty
The Chilterns Area of Outstanding Natural Beauty is a protected chalk landscape in southeast England known for its rolling hills, beech woodlands, and scenic countryside.
B. Cannock Chase Area of Outstanding Natural Beauty
Cannock Chase Area of Outstanding Natural Beauty is a protected landscape in England known for its heathland, woodlands, and rich wildlife, offering extensive opportunities for walking, cycling, and outdoor recreation.
C. Wye Valley Area of Outstanding Natural Beauty
The Wye Valley Area of Outstanding Natural Beauty is a protected landscape along the River Wye on the England–Wales border, renowned for its dramatic limestone gorges, ancient woodlands, and rich cultural heritage.
D. Howardian Hills Area of Outstanding Natural Beauty
The Howardian Hills Area of Outstanding Natural Beauty is a protected rural landscape in northern England known for its rolling farmland, wooded hills, historic estates, and rich biodiversity.
E. Quantock Hills Area of Outstanding Natural Beauty
Quantock Hills Area of Outstanding Natural Beauty is a protected landscape in southwest England known for its heathland ridges, deep wooded combes, and far-reaching views over the Bristol Channel.
F. None of above. chosen

Statements (48)

Predicate	Object
instanceOf	Area of Outstanding Natural Beauty ⓘ protected area ⓘ
area	about 2038 square kilometres ⓘ
conservationFocus	biodiversity conservation ⓘ landscape protection ⓘ
contains	Bourton-on-the-Water ⓘ Broadway ⓘ Chipping Campden ⓘ Cirencester ⓘ Painswick ⓘ Stow-on-the-Wold ⓘ Stroud Valleys ⓘ linked to: Cotswolds Tetbury ⓘ Winchcombe ⓘ
country	United Kingdom ⓘ
designation	Area of Outstanding Natural Beauty ⓘ
designationYear	1966 ⓘ
extendsInto	Bath and North East Somerset ⓘ linked to: Bath and North East Somerset Council Gloucestershire ⓘ Oxfordshire ⓘ Somerset ⓘ South Gloucestershire ⓘ Warwickshire ⓘ Wiltshire ⓘ Worcestershire ⓘ linked to: Worcestershire, England
geology	Jurassic limestone ⓘ
governingBody	Cotswolds Conservation Board ⓘ
hasOfficialWebsite	https://www.cotswoldsaonb.org.uk/ ⓘ
hasWalkingRoute	Cotswold Way ⓘ Cotswold Way National Trail ⓘ linked to: Cotswold Way
highestPoint	Cleeve Hill ⓘ
highestPointElevation	about 330 metres ⓘ
IUCNCategory	V ⓘ
knownFor	dry stone walls ⓘ historic market towns ⓘ picturesque stone-built villages ⓘ sheep pastures ⓘ
landscapeType	limestone grassland ⓘ rolling hills ⓘ
locatedIn	England ⓘ
locatedInRegion	East Midlands ⓘ South East England ⓘ South West England ⓘ linked to: southwest England West Midlands ⓘ south-central England ⓘ
partOf	Cotswolds ⓘ
primaryLandUse	agriculture ⓘ tourism ⓘ

How these facts were elicited

Referenced by (31)

Full triples — surface form annotated when it differs from this entity's canonical label.

The Cotswolds (UK Parliament constituency) → containsPartOf → Cotswolds Area of Outstanding Natural Beauty ⓘ

Chipping Campden → partOf → Cotswolds Area of Outstanding Natural Beauty ⓘ

Stow-on-the-Wold → isPartOf → Cotswolds Area of Outstanding Natural Beauty ⓘ

Tetbury → tourismRegion → Cotswolds AONB ⓘ