Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003186

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

0.86

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003141

distance 0.272

#2 · Kolhapurcell 4800003100

distance 0.607

#3 · Kolhapurcell 4800003140

distance 0.676

#4 · Kolhapurcell 4800003185

distance 0.752

#5 · Sindhudurgcell 4950004272

distance 0.777 · cross-district

#6 · Kolhapurcell 4800003553

distance 0.782

#7 · Sindhudurgcell 4950000337

distance 0.881 · cross-district

#8 · Sindhudurgcell 4950004271

distance 0.891 · cross-district

#9 · Sindhudurgcell 4950003431

distance 0.939 · cross-district

#10 · Palgharcell 6650004260

distance 0.947 · cross-district

#11 · Sindhudurgcell 4950004259

distance 0.947 · cross-district

#12 · Sindhudurgcell 4950003619

distance 0.958 · cross-district

#13 · Sindhudurgcell 4950000239

distance 0.97 · cross-district

#14 · Sindhudurgcell 4950003763

distance 0.974 · cross-district

#15 · Sindhudurgcell 4950003984

distance 0.989 · cross-district

#16 · Kolhapurcell 4800002795

distance 0.998

#17 · Kolhapurcell 4800002644

distance 1.0

#18 · Sindhudurgcell 4950004296

distance 1.0 · 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":4800003186}}}'

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.