Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004212

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004808

distance 0.115

#2 · Sanglicell 4930000022

distance 0.118 · cross-district

#3 · Kolhapurcell 4800004375

distance 0.169

#4 · Kolhapurcell 4800004724

distance 0.17

#5 · Kolhapurcell 4800004718

distance 0.172

#6 · Sanglicell 4930000112

distance 0.188 · cross-district

#7 · Kolhapurcell 4800004721

distance 0.19

#8 · Sanglicell 4930001541

distance 0.205 · cross-district

#9 · Kolhapurcell 4800004546

distance 0.209

#10 · Sanglicell 4930001710

distance 0.211 · cross-district

#11 · Kolhapurcell 4800004805

distance 0.216

#12 · Sanglicell 4930001542

distance 0.222 · cross-district

#13 · Kolhapurcell 4800004976

distance 0.225

#14 · Kolhapurcell 4800004806

distance 0.234

#15 · Chhatrapati Sambhajinagarcell 4690000386

distance 0.234 · cross-district

#16 · Sanglicell 4930000037

distance 0.239 · cross-district

#17 · Kolhapurcell 4800004722

distance 0.245

#18 · Chhatrapati Sambhajinagarcell 4690002550

distance 0.247 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800004212}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.