Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000745

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000781

distance 0.13

#2 · Kolhapurcell 4800000782

distance 0.132

#3 · Sindhudurgcell 4950001165

distance 0.133 · cross-district

#4 · Kolhapurcell 4800000558

distance 0.135

#5 · Sindhudurgcell 4950001743

distance 0.146 · cross-district

#6 · Kolhapurcell 4800000822

distance 0.157

#7 · Kolhapurcell 4800000868

distance 0.158

#8 · Sindhudurgcell 4950001567

distance 0.159 · cross-district

#9 · Sindhudurgcell 4950001064

distance 0.162 · cross-district

#10 · Sindhudurgcell 4950001011

distance 0.166 · cross-district

#11 · Sindhudurgcell 4950001508

distance 0.166 · cross-district

#12 · Sindhudurgcell 4950001116

distance 0.167 · cross-district

#13 · Kolhapurcell 4800001178

distance 0.167

#14 · Kolhapurcell 4800000744

distance 0.169

#15 · Kolhapurcell 4800000780

distance 0.171

#16 · Sindhudurgcell 4950000962

distance 0.172 · cross-district

#17 · Kolhapurcell 4800001117

distance 0.173

#18 · Kolhapurcell 4800000359

distance 0.174

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":4800000745}}}'

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.