Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001595

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002038

distance 0.239

#2 · Kolhapurcell 4800001815

distance 0.287

#3 · Kolhapurcell 4800002194

distance 0.305

#4 · Kolhapurcell 4800001707

distance 0.306

#5 · Kolhapurcell 4800001367

distance 0.32

#6 · Chhatrapati Sambhajinagarcell 4690007874

distance 0.334 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690007873

distance 0.335 · cross-district

#8 · Buldhanacell 4720000888

distance 0.345 · cross-district

#9 · Akolacell 4670000061

distance 0.352 · cross-district

#10 · Yavatmalcell 5000010321

distance 0.36 · cross-district

#11 · Jalnacell 4790003482

distance 0.36 · cross-district

#12 · Jalnacell 4790004801

distance 0.363 · cross-district

#13 · Beedcell 4700005915

distance 0.374 · cross-district

#14 · Buldhanacell 4720001279

distance 0.374 · cross-district

#15 · Jalnacell 4790002216

distance 0.376 · cross-district

#16 · Ahmednagarcell 4660008428

distance 0.376 · cross-district

#17 · Gadchirolicell 4750006188

distance 0.379 · cross-district

#18 · Wardhacell 4980004501

distance 0.379 · 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":4800001595}}}'

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.