Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005347

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005669

distance 0.171

#2 · Kolhapurcell 4800005346

distance 0.178

#3 · Kolhapurcell 4800005590

distance 0.188

#4 · Kolhapurcell 4800004569

distance 0.194

#5 · Kolhapurcell 4800004645

distance 0.197

#6 · Kolhapurcell 4800005177

distance 0.203

#7 · Kolhapurcell 4800005348

distance 0.212

#8 · Kolhapurcell 4800005266

distance 0.216

#9 · Kolhapurcell 4800005591

distance 0.237

#10 · Kolhapurcell 4800004384

distance 0.241

#11 · Kolhapurcell 4800005741

distance 0.245

#12 · Kolhapurcell 4800004385

distance 0.246

#13 · Kolhapurcell 4800004300

distance 0.253

#14 · Nashikcell 4870009023

distance 0.254 · cross-district

#15 · Kolhapurcell 4800003348

distance 0.258

#16 · Kolhapurcell 4800005744

distance 0.26

#17 · Kolhapurcell 4800004301

distance 0.264

#18 · Kolhapurcell 4800005665

distance 0.265

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":4800005347}}}'

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.