Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004523

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003956

distance 0.102

#2 · Kolhapurcell 4800005477

distance 0.119

#3 · Kolhapurcell 4800005553

distance 0.125

#4 · Kolhapurcell 4800003960

distance 0.127

#5 · Kolhapurcell 4800004522

distance 0.145

#6 · Kolhapurcell 4800004128

distance 0.161

#7 · Sataracell 4940008319

distance 0.164 · cross-district

#8 · Kolhapurcell 4800004874

distance 0.165

#9 · Kolhapurcell 4800003884

distance 0.166

#10 · Kolhapurcell 4800004445

distance 0.167

#11 · Kolhapurcell 4800004206

distance 0.168

#12 · Kolhapurcell 4800005719

distance 0.171

#13 · Sanglicell 4930004229

distance 0.171 · cross-district

#14 · Sataracell 4940008607

distance 0.173 · cross-district

#15 · Kolhapurcell 4800004621

distance 0.176

#16 · Sanglicell 4930002667

distance 0.18 · cross-district

#17 · Sataracell 4940008431

distance 0.182 · cross-district

#18 · Sataracell 4940008217

distance 0.185 · 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":4800004523}}}'

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.