Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006436

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870004481

distance 0.295 · cross-district

#2 · Kolhapurcell 4800001588

distance 0.311

#3 · Sindhudurgcell 4950002611

distance 0.321 · cross-district

#4 · Sindhudurgcell 4950002506

distance 0.326 · cross-district

#5 · Nashikcell 4870003473

distance 0.327 · cross-district

#6 · Beedcell 4700003384

distance 0.334 · cross-district

#7 · Gondiacell 4760000314

distance 0.336 · cross-district

#8 · Sindhudurgcell 4950002610

distance 0.337 · cross-district

#9 · Kolhapurcell 4800002471

distance 0.341

#10 · Nashikcell 4870001892

distance 0.346 · cross-district

#11 · Nashikcell 4870002057

distance 0.347 · cross-district

#12 · Sindhudurgcell 4950002505

distance 0.354 · cross-district

#13 · Nashikcell 4870004338

distance 0.357 · cross-district

#14 · Nashikcell 4870004185

distance 0.357 · cross-district

#15 · Kolhapurcell 4800005208

distance 0.363

#16 · Gondiacell 4760000129

distance 0.364 · cross-district

#17 · Kolhapurcell 4800005017

distance 0.365

#18 · Nashikcell 4870002589

distance 0.366 · 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":4800006436}}}'

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.