Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005423

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004477

distance 0.116

#2 · Kolhapurcell 4800005804

distance 0.119

#3 · Kolhapurcell 4800004482

distance 0.146

#4 · Kolhapurcell 4800004905

distance 0.164

#5 · Kolhapurcell 4800004904

distance 0.172

#6 · Kolhapurcell 4800005252

distance 0.175

#7 · Kolhapurcell 4800005074

distance 0.184

#8 · Kolhapurcell 4800005424

distance 0.185

#9 · Kolhapurcell 4800004383

distance 0.224

#10 · Kolhapurcell 4800005597

distance 0.228

#11 · Kolhapurcell 4800004384

distance 0.231

#12 · Kolhapurcell 4800005073

distance 0.232

#13 · Kolhapurcell 4800004388

distance 0.233

#14 · Kolhapurcell 4800005253

distance 0.234

#15 · Kolhapurcell 4800005266

distance 0.238

#16 · Nashikcell 4870009443

distance 0.242 · cross-district

#17 · Kolhapurcell 4800003917

distance 0.242

#18 · Kolhapurcell 4800003341

distance 0.243

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":4800005423}}}'

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.