Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001583

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001704

distance 0.197

#2 · Kolhapurcell 4800001982

distance 0.208

#3 · Kolhapurcell 4800001526

distance 0.218

#4 · Kolhapurcell 4800001361

distance 0.221

#5 · Kolhapurcell 4800001587

distance 0.224

#6 · Kolhapurcell 4800001648

distance 0.225

#7 · Kolhapurcell 4800001582

distance 0.235

#8 · Kolhapurcell 4800002189

distance 0.238

#9 · Kolhapurcell 4800001821

distance 0.239

#10 · Kolhapurcell 4800001313

distance 0.245

#11 · Kolhapurcell 4800002370

distance 0.246

#12 · Kolhapurcell 4800001938

distance 0.255

#13 · Kolhapurcell 4800002190

distance 0.262

#14 · Kolhapurcell 4800002243

distance 0.273

#15 · Yavatmalcell 5000007970

distance 0.275 · cross-district

#16 · Kolhapurcell 4800001363

distance 0.276

#17 · Yavatmalcell 5000008584

distance 0.28 · cross-district

#18 · Yavatmalcell 5000008089

distance 0.285 · 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":4800001583}}}'

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.