Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002672

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003046

distance 0.196

#2 · Beedcell 4700003889

distance 0.207 · cross-district

#3 · Kolhapurcell 4800003131

distance 0.208

#4 · Kolhapurcell 4800003137

distance 0.233

#5 · Kolhapurcell 4800003720

distance 0.238

#6 · Sataracell 4940001045

distance 0.239 · cross-district

#7 · Kolhapurcell 4800003258

distance 0.25

#8 · Sataracell 4940005353

distance 0.256 · cross-district

#9 · Kolhapurcell 4800003132

distance 0.258

#10 · Kolhapurcell 4800003355

distance 0.259

#11 · Kolhapurcell 4800003648

distance 0.261

#12 · Kolhapurcell 4800003138

distance 0.261

#13 · Kolhapurcell 4800003091

distance 0.262

#14 · Kolhapurcell 4800006381

distance 0.262

#15 · Kolhapurcell 4800002826

distance 0.263

#16 · Sataracell 4940003053

distance 0.263 · cross-district

#17 · Kolhapurcell 4800002916

distance 0.263

#18 · Kolhapurcell 4800002962

distance 0.264

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":4800002672}}}'

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.