Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003246

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

0.434

lower = more alike (weighted)

The twins, closest first

#1 · Thanecell 4970003043

distance 0.434 · cross-district

#2 · Kolhapurcell 4800002704

distance 0.46

#3 · Palgharcell 6650003087

distance 0.49 · cross-district

#4 · Sindhudurgcell 4950002182

distance 0.492 · cross-district

#5 · Gadchirolicell 4750000108

distance 0.499 · cross-district

#6 · Gadchirolicell 4750000622

distance 0.51 · cross-district

#7 · Gadchirolicell 4750000181

distance 0.51 · cross-district

#8 · Palgharcell 6650002101

distance 0.527 · cross-district

#9 · Gadchirolicell 4750000292

distance 0.535 · cross-district

#10 · Gadchirolicell 4750000335

distance 0.537 · cross-district

#11 · Kolhapurcell 4800003200

distance 0.54

#12 · Gadchirolicell 4750000658

distance 0.549 · cross-district

#13 · Gadchirolicell 4750000547

distance 0.554 · cross-district

#14 · Raigadcell 4910003928

distance 0.555 · cross-district

#15 · Gadchirolicell 4750000336

distance 0.568 · cross-district

#16 · Solapurcell 4960011129

distance 0.581 · cross-district

#17 · Kolhapurcell 4800005793

distance 0.581

#18 · Gadchirolicell 4750000214

distance 0.591 · 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":4800003246}}}'

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.