Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003245

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.401

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003156

distance 0.401

#2 · Palgharcell 6650004351

distance 0.406 · cross-district

#3 · Ratnagiricell 4920003480

distance 0.416 · cross-district

#4 · Sindhudurgcell 4950003953

distance 0.436 · cross-district

#5 · Gadchirolicell 4750000292

distance 0.443 · cross-district

#6 · Sindhudurgcell 4950001574

distance 0.452 · cross-district

#7 · Kolhapurcell 4800004476

distance 0.46

#8 · Raigadcell 4910003022

distance 0.462 · cross-district

#9 · Raigadcell 4910000734

distance 0.468 · cross-district

#10 · Ratnagiricell 4920000009

distance 0.475 · cross-district

#11 · Ratnagiricell 4920003342

distance 0.479 · cross-district

#12 · Sanglicell 4930001818

distance 0.48 · cross-district

#13 · Raigadcell 4910002030

distance 0.486 · cross-district

#14 · Ratnagiricell 4920001118

distance 0.493 · cross-district

#15 · Gadchirolicell 4750000335

distance 0.498 · cross-district

#16 · Sindhudurgcell 4950003487

distance 0.498 · cross-district

#17 · Kolhapurcell 4800000955

distance 0.5

#18 · Nashikcell 4870001337

distance 0.502 · 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":4800003245}}}'

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.