Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002122

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002009

distance 0.098

#2 · Kolhapurcell 4800001951

distance 0.153

#3 · Kolhapurcell 4800002448

distance 0.154

#4 · Kolhapurcell 4800002499

distance 0.157

#5 · Kolhapurcell 4800002217

distance 0.163

#6 · Kolhapurcell 4800001836

distance 0.165

#7 · Kolhapurcell 4800002067

distance 0.176

#8 · Beedcell 4700003675

distance 0.184 · cross-district

#9 · Kolhapurcell 4800002303

distance 0.188

#10 · Buldhanacell 4720002122

distance 0.19 · cross-district

#11 · Kolhapurcell 4800001954

distance 0.192

#12 · Kolhapurcell 4800001733

distance 0.193

#13 · Kolhapurcell 4800001662

distance 0.194

#14 · Kolhapurcell 4800002125

distance 0.197

#15 · Kolhapurcell 4800001835

distance 0.198

#16 · Beedcell 4700006761

distance 0.198 · cross-district

#17 · Kolhapurcell 4800002068

distance 0.199

#18 · Washimcell 4990000373

distance 0.2 · 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":4800002122}}}'

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.