Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001949

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002157

distance 0.111

#2 · Kolhapurcell 4800002163

distance 0.118

#3 · Kolhapurcell 4800002501

distance 0.121

#4 · Kolhapurcell 4800002390

distance 0.127

#5 · Kolhapurcell 4800001882

distance 0.134

#6 · Kolhapurcell 4800001767

distance 0.134

#7 · Kolhapurcell 4800002105

distance 0.136

#8 · Kolhapurcell 4800002115

distance 0.142

#9 · Kolhapurcell 4800001940

distance 0.148

#10 · Kolhapurcell 4800002204

distance 0.149

#11 · Kolhapurcell 4800002437

distance 0.152

#12 · Kolhapurcell 4800002110

distance 0.154

#13 · Kolhapurcell 4800001658

distance 0.161

#14 · Kolhapurcell 4800002298

distance 0.164

#15 · Kolhapurcell 4800002219

distance 0.164

#16 · Kolhapurcell 4800002218

distance 0.166

#17 · Beedcell 4700004537

distance 0.172 · cross-district

#18 · Kolhapurcell 4800002404

distance 0.186

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":4800001949}}}'

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.