Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001159

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001223

distance 0.125

#2 · Kolhapurcell 4800001221

distance 0.203

#3 · Kolhapurcell 4800001097

distance 0.239

#4 · Chhatrapati Sambhajinagarcell 4690004198

distance 0.254 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690007199

distance 0.257 · cross-district

#6 · Jalnacell 4790003419

distance 0.263 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690008432

distance 0.267 · cross-district

#8 · Parbhanicell 4890005437

distance 0.267 · cross-district

#9 · Parbhanicell 4890005384

distance 0.269 · cross-district

#10 · Jalnacell 4790006420

distance 0.269 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690007963

distance 0.269 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690006158

distance 0.269 · cross-district

#13 · Jalnacell 4790002909

distance 0.272 · cross-district

#14 · Jalnacell 4790003331

distance 0.272 · cross-district

#15 · Parbhanicell 4890004860

distance 0.273 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690008031

distance 0.274 · cross-district

#17 · Buldhanacell 4720002629

distance 0.274 · cross-district

#18 · Jalnacell 4790003323

distance 0.276 · 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":4800001159}}}'

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.