Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003960

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003956

distance 0.124

#2 · Kolhapurcell 4800004523

distance 0.127

#3 · Kolhapurcell 4800003884

distance 0.152

#4 · Kolhapurcell 4800004207

distance 0.155

#5 · Kolhapurcell 4800005553

distance 0.162

#6 · Sataracell 4940008316

distance 0.172 · cross-district

#7 · Kolhapurcell 4800005477

distance 0.172

#8 · Sataracell 4940008224

distance 0.175 · cross-district

#9 · Punecell 4900000677

distance 0.177 · cross-district

#10 · Kolhapurcell 4800004128

distance 0.181

#11 · Sataracell 4940008319

distance 0.187 · cross-district

#12 · Sataracell 4940008219

distance 0.189 · cross-district

#13 · Sataracell 4940008314

distance 0.189 · cross-district

#14 · Sataracell 4940008315

distance 0.19 · cross-district

#15 · Kolhapurcell 4800004041

distance 0.192

#16 · Kolhapurcell 4800004109

distance 0.193

#17 · Sataracell 4940008429

distance 0.194 · cross-district

#18 · Kolhapurcell 4800004522

distance 0.196

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":4800003960}}}'

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.