Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006277

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 7 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.491

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002755

distance 0.491

#2 · Kolhapurcell 4800003200

distance 0.504

#3 · Kolhapurcell 4800005793

distance 0.56

#4 · Palgharcell 6650003314

distance 0.564 · cross-district

#5 · Kolhapurcell 4800005792

distance 0.581

#6 · Ratnagiricell 4920000856

distance 0.586 · cross-district

#7 · Sindhudurgcell 4950000335

distance 0.605 · cross-district

#8 · Dhulecell 4740005749

distance 0.643 · cross-district

#9 · Gadchirolicell 4750000508

distance 0.661 · cross-district

#10 · Gadchirolicell 4750000038

distance 0.671 · cross-district

#11 · Ratnagiricell 4920000908

distance 0.672 · cross-district

#12 · Dhulecell 4740005748

distance 0.672 · cross-district

#13 · Gadchirolicell 4750000039

distance 0.689 · cross-district

#14 · Kolhapurcell 4800003246

distance 0.698

#15 · Gadchirolicell 4750000622

distance 0.709 · cross-district

#16 · Nashikcell 4870000053

distance 0.71 · cross-district

#17 · Sindhudurgcell 4950000287

distance 0.711 · cross-district

#18 · Kolhapurcell 4800002706

distance 0.722

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":4800006277}}}'

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.