Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002650

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.343

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002757

distance 0.343

#2 · Gadchirolicell 4750000086

distance 0.411 · cross-district

#3 · Kolhapurcell 4800002703

distance 0.444

#4 · Sindhudurgcell 4950000288

distance 0.473 · cross-district

#5 · Kolhapurcell 4800002756

distance 0.473

#6 · Gadchirolicell 4750000153

distance 0.494 · cross-district

#7 · Gadchirolicell 4750000130

distance 0.509 · cross-district

#8 · Kolhapurcell 4800003201

distance 0.512

#9 · Kolhapurcell 4800002596

distance 0.533

#10 · Palgharcell 6650003162

distance 0.548 · cross-district

#11 · Sindhudurgcell 4950000336

distance 0.552 · cross-district

#12 · Gadchirolicell 4750000024

distance 0.555 · cross-district

#13 · Kolhapurcell 4800002549

distance 0.564

#14 · Sindhudurgcell 4950000286

distance 0.566 · cross-district

#15 · Kolhapurcell 4800006291

distance 0.571

#16 · Solapurcell 4960010903

distance 0.575 · cross-district

#17 · Gadchirolicell 4750000658

distance 0.578 · cross-district

#18 · Gadchirolicell 4750000622

distance 0.582 · 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":4800002650}}}'

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.