Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003271

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003783

distance 0.085

#2 · Kolhapurcell 4800003587

distance 0.106

#3 · Kolhapurcell 4800002733

distance 0.112

#4 · Kolhapurcell 4800002964

distance 0.131

#5 · Kolhapurcell 4800003715

distance 0.143

#6 · Kolhapurcell 4800002884

distance 0.146

#7 · Kolhapurcell 4800002828

distance 0.15

#8 · Kolhapurcell 4800002736

distance 0.152

#9 · Kolhapurcell 4800002874

distance 0.156

#10 · Kolhapurcell 4800003729

distance 0.156

#11 · Kolhapurcell 4800003585

distance 0.157

#12 · Kolhapurcell 4800002827

distance 0.163

#13 · Kolhapurcell 4800003005

distance 0.163

#14 · Kolhapurcell 4800003647

distance 0.166

#15 · Kolhapurcell 4800002877

distance 0.173

#16 · Kolhapurcell 4800002581

distance 0.177

#17 · Kolhapurcell 4800002779

distance 0.178

#18 · Kolhapurcell 4800003001

distance 0.178

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":4800003271}}}'

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.