Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002705

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002649

distance 0.18

#2 · Kolhapurcell 4800002703

distance 0.313

#3 · Kolhapurcell 4800002756

distance 0.358

#4 · Kolhapurcell 4800002549

distance 0.366

#5 · Thanecell 4970002992

distance 0.406 · cross-district

#6 · Thanecell 4970002889

distance 0.449 · cross-district

#7 · Gadchirolicell 4750000214

distance 0.454 · cross-district

#8 · Gadchirolicell 4750000585

distance 0.48 · cross-district

#9 · Gadchirolicell 4750000108

distance 0.492 · cross-district

#10 · Gadchirolicell 4750000180

distance 0.502 · cross-district

#11 · Gadchirolicell 4750000251

distance 0.511 · cross-district

#12 · Palgharcell 6650003163

distance 0.513 · cross-district

#13 · Gadchirolicell 4750000153

distance 0.531 · cross-district

#14 · Sindhudurgcell 4950000288

distance 0.548 · cross-district

#15 · Gadchirolicell 4750000426

distance 0.548 · cross-district

#16 · Gadchirolicell 4750000130

distance 0.554 · cross-district

#17 · Gadchirolicell 4750000658

distance 0.563 · cross-district

#18 · Gadchirolicell 4750000547

distance 0.583 · 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":4800002705}}}'

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.