Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001186

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950001167

distance 0.129 · cross-district

#2 · Kolhapurcell 4800001124

distance 0.176

#3 · Sindhudurgcell 4950001061

distance 0.18 · cross-district

#4 · Kolhapurcell 4800000520

distance 0.182

#5 · Kolhapurcell 4800000596

distance 0.185

#6 · Kolhapurcell 4800001116

distance 0.186

#7 · Kolhapurcell 4800000672

distance 0.203

#8 · Sindhudurgcell 4950001166

distance 0.206 · cross-district

#9 · Kolhapurcell 4800000328

distance 0.213

#10 · Kolhapurcell 4800000987

distance 0.213

#11 · Kolhapurcell 4800001024

distance 0.218

#12 · Sindhudurgcell 4950001267

distance 0.218 · cross-district

#13 · Sindhudurgcell 4950001553

distance 0.221 · cross-district

#14 · Sindhudurgcell 4950001668

distance 0.227 · cross-district

#15 · Sindhudurgcell 4950001557

distance 0.228 · cross-district

#16 · Sindhudurgcell 4950001949

distance 0.232 · cross-district

#17 · Sindhudurgcell 4950001502

distance 0.235 · cross-district

#18 · Sindhudurgcell 4950001266

distance 0.238 · 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":4800001186}}}'

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.