Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002454

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001226

distance 0.193

#2 · Sindhudurgcell 4950003317

distance 0.207 · cross-district

#3 · Kolhapurcell 4800002405

distance 0.215

#4 · Sindhudurgcell 4950002759

distance 0.222 · cross-district

#5 · Kolhapurcell 4800001290

distance 0.224

#6 · Sindhudurgcell 4950002158

distance 0.224 · cross-district

#7 · Sindhudurgcell 4950002480

distance 0.232 · cross-district

#8 · Kolhapurcell 4800002312

distance 0.244

#9 · Sindhudurgcell 4950002353

distance 0.245 · cross-district

#10 · Sindhudurgcell 4950002176

distance 0.248 · cross-district

#11 · Sindhudurgcell 4950003318

distance 0.253 · cross-district

#12 · Sindhudurgcell 4950002303

distance 0.255 · cross-district

#13 · Sindhudurgcell 4950003268

distance 0.261 · cross-district

#14 · Kolhapurcell 4800002269

distance 0.265

#15 · Sindhudurgcell 4950002739

distance 0.265 · cross-district

#16 · Sindhudurgcell 4950003338

distance 0.266 · cross-district

#17 · Sindhudurgcell 4950002399

distance 0.269 · cross-district

#18 · Sindhudurgcell 4950003051

distance 0.276 · 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":4800002454}}}'

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.