Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002405

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

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002312

distance 0.072

#2 · Kolhapurcell 4800001226

distance 0.108

#3 · Kolhapurcell 4800002269

distance 0.146

#4 · Sindhudurgcell 4950003317

distance 0.159 · cross-district

#5 · Sindhudurgcell 4950002981

distance 0.174 · cross-district

#6 · Sindhudurgcell 4950003030

distance 0.204 · cross-district

#7 · Sindhudurgcell 4950003133

distance 0.208 · cross-district

#8 · Sindhudurgcell 4950003231

distance 0.208 · cross-district

#9 · Sindhudurgcell 4950002445

distance 0.214 · cross-district

#10 · Kolhapurcell 4800002454

distance 0.215

#11 · Sindhudurgcell 4950002452

distance 0.218 · cross-district

#12 · Sindhudurgcell 4950002444

distance 0.224 · cross-district

#13 · Sindhudurgcell 4950002447

distance 0.226 · cross-district

#14 · Sindhudurgcell 4950002480

distance 0.23 · cross-district

#15 · Sindhudurgcell 4950002395

distance 0.235 · cross-district

#16 · Sindhudurgcell 4950003652

distance 0.236 · cross-district

#17 · Sindhudurgcell 4950002251

distance 0.237 · cross-district

#18 · Kolhapurcell 4800001227

distance 0.238

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":4800002405}}}'

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.