Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005701

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005768

distance 0.123

#2 · Kolhapurcell 4800005841

distance 0.151

#3 · Kolhapurcell 4800005031

distance 0.153

#4 · Kolhapurcell 4800005117

distance 0.153

#5 · Kolhapurcell 4800005693

distance 0.163

#6 · Sanglicell 4930001575

distance 0.168 · cross-district

#7 · Kolhapurcell 4800003941

distance 0.174

#8 · Chhatrapati Sambhajinagarcell 4690000979

distance 0.178 · cross-district

#9 · Kolhapurcell 4800005203

distance 0.179

#10 · Sanglicell 4930001727

distance 0.182 · cross-district

#11 · Dharashivcell 4880001433

distance 0.184 · cross-district

#12 · Sanglicell 4930001890

distance 0.187 · cross-district

#13 · Kolhapurcell 4800005032

distance 0.188

#14 · Sanglicell 4930002727

distance 0.19 · cross-district

#15 · Kolhapurcell 4800005842

distance 0.191

#16 · Sanglicell 4930001413

distance 0.193 · cross-district

#17 · Laturcell 4810000166

distance 0.195 · cross-district

#18 · Ahmednagarcell 4660011415

distance 0.196 · 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":4800005701}}}'

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.