The Midlands is the central part of England; it lies to the south of Northern England, to the north of Southern England, to the east of Wales and to the west of the North Sea. The Midlands comprises the ceremonial counties of Derbyshire, Herefordshire, Leicestershire, Lincolnshire, Northamptonshire, Nottinghamshire, Rutland, Shropshire, Staffordshire, Warwickshire, West Midlands and Worcestershire. For statistical purposes, the Midlands is divided into two statistical regions: the East and West Midlands. These had a combined population of 10.9 million at the 2021 census, and an area of . The n
via Wikipedia infobox
{{Infobox settlement |name = The Midlands |image_map = England Multi-region Midlands map.svg |mapsize = 220px |map_caption = The Midlands shown in England |pushpin_map = |pushpin_label_position = |pushpin_map_caption = |pushpin_mapsize = |subdivision_type = Sovereign state |subdivision_name = |subdivision_type1 = |subdivision_name1 = |parts_type = Principal settlements |parts_style= coll |parts = A B |p1= A1. W Midlands urban area (Birmingham, Wolv'n) |p2=A2. Nottingham urban area |p3=A3. Leicester urban area |p4=A4. Stoke/Trent urban area |p5=A5. Coventry urban area |p6= B1. Derby |p7=B2. Northampton |p8=B3. Telford |p9=B4. Chesterfield |p10=B5. Worcester |p11=B6. Lincoln |p12=B7. Shrewsbury |p13=B8. Hereford |p14=B9. Stafford |p15=B10. Warwick |p16=B11. Oakham |established_title= Major cities |established_date = BirminghamCoventryDerbyLeicester LincolnNottinghamStokeWolverhamptonWorcester |area_magnitude = |unit_pref =uk |area_footnotes = |area_total_km2 =28,627 |area_land_km2 = |area_water_km2 = |area_total_sq_mi = 11,053 |area_land_sq_mi = |area_water_sq_mi = |area_water_percent = |total_type = Total |elevation_footnotes = (2011 census) !Rank !Area !Population !Area (km2) !Density (People/km2) ! class="unsortable" |Primary settlements |- !1 |West Midlands |2,440,986 |598.9 |4,076 |Birmingham, Wolverhampton, Solihull, Sutton Coldfield, Dudley, West Bromwich, Walsall, Stourbridge, Halesowen, Willenhall, Kingswinford, Smethwick, Bloxwich, Tipton |- !2 |Nottingham |729,977 |176.4 |4,139 |Nottingham, Beeston, Carlton, West Bridgford, Ilkeston, Arnold, Long Eaton, Hucknall |- !3 |Leicester |508,916 |109.4 |4,953 |Leicester, Wigston, Oadby, Blaby/Whetstone, Birstall |- !4 |Stoke-on-Trent |372,775 |103.9 |3,588 |Stoke-on-Trent, Newcastle-under-Lyme, Kidsgrove |- !5 |Coventry |359,262 |81.3 |4,420 |Coventry, Bedworth |- !6 |Derby |270,468 |64.1 |4,219 |Derby, Borrowash, Duffield |}
== Divisions == The West Midlands and East Midlands regions are ITL 1 statistical regions (previously NUTS 1) and were formerly constituencies of the European Parliament. Local government in the Midlands is as follows: thumb|300px|right|The Midlands Boroughs (Metropolitan or Unitary): (1) Birmingham (Metropolitan borough). (2) Coventry (Metropolitan borough). (3) Derby (Unitary authority). (4) Dudley (Metropolitan borough). (5) Leicester (Unitary authority). (6) Nottingham (Unitary authority). (7) Sandwell (Metropolitan borough). (8) Stoke-on-Trent (Unitary authority). (9) Solihull (Metropolitan borough). (10) Telford and Wrekin (Unitary authority). (11) Walsall (Metropolitan borough). (12) Wolverhampton (Metropolitan borough). Counties (Non-metropolitan or Unitary): (13) Derbyshire (Districts: (a) Amber Valley, (b) Bolsover, (c) Chesterfield, (d) Derbyshire Dales, (e) Erewash, (f) High Peak, (g) North East Derbyshire and (h) South Derbyshire). (14) Herefordshire (Unitary authority). (15) Leicestershire (Districts: (a) Blaby, (b) Charnwood, (c) Harborough, (d) Hinckley and Bosworth, (e) Melton, (f) North West Leicestershire and (g) Oadby and Wigston). (16) Lincolnshire (Districts: (a) Boston, (b) East Lindsey, (c) Lincoln, (d) North Kesteven, (e) South Holland, (f) South Kesteven and (g) West Lindsey). (17) North Northamptonshire (Unitary authority). (18) Nottinghamshire (Districts: (a) Ashfield, (b) Bassetlaw, (c) Broxtowe, (d) Gedling, (e) Mansfield, (f) Newark and Sherwood and (g) Rushcliffe). (19) Rutland (Unitary authority). (20) Shropshire (Unitary authority). (21) Staffordshire (Districts: (a) Cannock Chase, (b) East Staffordshire, (c) Lichfield, (d) Newcastle-under-Lyme, (e) South Staffordshire, (f) Stafford, (g) Staffordshire Moorlands and (h) Tamworth). (22) Warwickshire (Districts: (a) North Warwickshire, (b) Nuneaton and Bedworth, (c) Rugby, (d) Stratford-on-Avon and (e) Warwick). (23) West Northamptonshire (Unitary authority). (24) Worcestershire (Districts: (a) Bromsgrove, (b) Malvern Hills, (c) Redditch, (d) Worcester, (e) Wychavon and (f) Wyre Forest).
Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).