Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003058

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

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003751

distance 0.067

#2 · Kolhapurcell 4800003616

distance 0.129

#3 · Sindhudurgcell 4950003771

distance 0.134 · cross-district

#4 · Kolhapurcell 4800003552

distance 0.138

#5 · Kolhapurcell 4800003491

distance 0.143

#6 · Kolhapurcell 4800003683

distance 0.145

#7 · Kolhapurcell 4800002748

distance 0.149

#8 · Kolhapurcell 4800003184

distance 0.165

#9 · Kolhapurcell 4800003099

distance 0.176

#10 · Sindhudurgcell 4950003607

distance 0.179 · cross-district

#11 · Sindhudurgcell 4950003462

distance 0.191 · cross-district

#12 · Sindhudurgcell 4950003510

distance 0.195 · cross-district

#13 · Sindhudurgcell 4950003880

distance 0.196 · cross-district

#14 · Sindhudurgcell 4950003777

distance 0.199 · cross-district

#15 · Kolhapurcell 4800002696

distance 0.21

#16 · Sindhudurgcell 4950003717

distance 0.211 · cross-district

#17 · Sindhudurgcell 4950003511

distance 0.212 · cross-district

#18 · Sindhudurgcell 4950003769

distance 0.216 · 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":4800003058}}}'

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.