Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001226

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002405

distance 0.108

#2 · Kolhapurcell 4800002312

distance 0.142

#3 · Kolhapurcell 4800002454

distance 0.193

#4 · Kolhapurcell 4800002269

distance 0.194

#5 · Sindhudurgcell 4950003317

distance 0.195 · cross-district

#6 · Sindhudurgcell 4950003133

distance 0.226 · cross-district

#7 · Sindhudurgcell 4950004061

distance 0.241 · cross-district

#8 · Sindhudurgcell 4950002480

distance 0.243 · cross-district

#9 · Sindhudurgcell 4950002981

distance 0.251 · cross-district

#10 · Sindhudurgcell 4950002590

distance 0.253 · cross-district

#11 · Sindhudurgcell 4950002158

distance 0.255 · cross-district

#12 · Sindhudurgcell 4950003030

distance 0.263 · cross-district

#13 · Kolhapurcell 4800003102

distance 0.267

#14 · Sindhudurgcell 4950002379

distance 0.268 · cross-district

#15 · Sindhudurgcell 4950003268

distance 0.27 · cross-district

#16 · Kolhapurcell 4800002847

distance 0.273

#17 · Sindhudurgcell 4950002445

distance 0.275 · cross-district

#18 · Sindhudurgcell 4950003648

distance 0.277 · 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":4800001226}}}'

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.