Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003198

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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003064

distance 0.268

#2 · Kolhapurcell 4800002804

distance 0.345

#3 · Kolhapurcell 4800003842

distance 0.348

#4 · Kolhapurcell 4800002803

distance 0.361

#5 · Ratnagiricell 4920000603

distance 0.369 · cross-district

#6 · Kolhapurcell 4800003107

distance 0.369

#7 · Nashikcell 4870011023

distance 0.371 · cross-district

#8 · Ratnagiricell 4920000971

distance 0.373 · cross-district

#9 · Ratnagiricell 4920001506

distance 0.376 · cross-district

#10 · Sindhudurgcell 4950000375

distance 0.38 · cross-district

#11 · Ratnagiricell 4920003118

distance 0.394 · cross-district

#12 · Kolhapurcell 4800002889

distance 0.394

#13 · Kolhapurcell 4800003757

distance 0.399

#14 · Sindhudurgcell 4950000169

distance 0.402 · cross-district

#15 · Sindhudurgcell 4950003363

distance 0.403 · cross-district

#16 · Palgharcell 6650000717

distance 0.418 · cross-district

#17 · Kolhapurcell 4800000735

distance 0.419

#18 · Nashikcell 4870010372

distance 0.419 · 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":4800003198}}}'

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.