Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002631

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003135

distance 0.117

#2 · Kolhapurcell 4800003048

distance 0.156

#3 · Kolhapurcell 4800003091

distance 0.161

#4 · Kolhapurcell 4800003093

distance 0.161

#5 · Kolhapurcell 4800003655

distance 0.163

#6 · Kolhapurcell 4800003584

distance 0.176

#7 · Kolhapurcell 4800003006

distance 0.178

#8 · Sataracell 4940000979

distance 0.192 · cross-district

#9 · Kolhapurcell 4800003089

distance 0.203

#10 · Kolhapurcell 4800002825

distance 0.211

#11 · Beedcell 4700006226

distance 0.217 · cross-district

#12 · Kolhapurcell 4800003720

distance 0.219

#13 · Beedcell 4700006084

distance 0.222 · cross-district

#14 · Sataracell 4940001233

distance 0.222 · cross-district

#15 · Kolhapurcell 4800003181

distance 0.226

#16 · Kolhapurcell 4800001009

distance 0.228

#17 · Kolhapurcell 4800003180

distance 0.228

#18 · Kolhapurcell 4800002586

distance 0.232

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":4800002631}}}'

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.