Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000889

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001205

distance 0.184

#2 · Kolhapurcell 4800001040

distance 0.21

#3 · Kolhapurcell 4800000921

distance 0.258

#4 · Kolhapurcell 4800000888

distance 0.277

#5 · Kolhapurcell 4800000333

distance 0.281

#6 · Nashikcell 4870008036

distance 0.291 · cross-district

#7 · Kolhapurcell 4800000363

distance 0.292

#8 · Nashikcell 4870002073

distance 0.296 · cross-district

#9 · Solapurcell 4960009183

distance 0.299 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003375

distance 0.3 · cross-district

#11 · Kolhapurcell 4800001007

distance 0.3

#12 · Ahmednagarcell 4660001192

distance 0.305 · cross-district

#13 · Nashikcell 4870006581

distance 0.305 · cross-district

#14 · Gadchirolicell 4750003389

distance 0.305 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001326

distance 0.307 · cross-district

#16 · Ahmednagarcell 4660002386

distance 0.307 · cross-district

#17 · Solapurcell 4960005842

distance 0.307 · cross-district

#18 · Ahmednagarcell 4660008923

distance 0.307 · 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":4800000889}}}'

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.