Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006255

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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000990

distance 0.121 · cross-district

#2 · Sanglicell 4930002644

distance 0.147 · cross-district

#3 · Kolhapurcell 4800006186

distance 0.148

#4 · Sanglicell 4930001223

distance 0.158 · cross-district

#5 · Kolhapurcell 4800006086

distance 0.159

#6 · Sanglicell 4930000886

distance 0.163 · cross-district

#7 · Kolhapurcell 4800006053

distance 0.176

#8 · Sanglicell 4930001649

distance 0.181 · cross-district

#9 · Sanglicell 4930001500

distance 0.191 · cross-district

#10 · Kolhapurcell 4800006038

distance 0.193

#11 · Sanglicell 4930003158

distance 0.195 · cross-district

#12 · Kolhapurcell 4800005951

distance 0.198

#13 · Kolhapurcell 4800006152

distance 0.211

#14 · Kolhapurcell 4800006161

distance 0.212

#15 · Kolhapurcell 4800003263

distance 0.216

#16 · Kolhapurcell 4800006401

distance 0.217

#17 · Kolhapurcell 4800003217

distance 0.217

#18 · Kolhapurcell 4800003409

distance 0.219

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":4800006255}}}'

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.