Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003212

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002873

distance 0.119

#2 · Kolhapurcell 4800002920

distance 0.127

#3 · Kolhapurcell 4800003213

distance 0.157

#4 · Kolhapurcell 4800003412

distance 0.164

#5 · Kolhapurcell 4800003470

distance 0.17

#6 · Kolhapurcell 4800003172

distance 0.171

#7 · Kolhapurcell 4800003304

distance 0.175

#8 · Kolhapurcell 4800003582

distance 0.179

#9 · Kolhapurcell 4800003045

distance 0.189

#10 · Kolhapurcell 4800003420

distance 0.19

#11 · Kolhapurcell 4800003054

distance 0.192

#12 · Kolhapurcell 4800003407

distance 0.2

#13 · Kolhapurcell 4800003220

distance 0.2

#14 · Kolhapurcell 4800002921

distance 0.201

#15 · Kolhapurcell 4800002967

distance 0.203

#16 · Kolhapurcell 4800003097

distance 0.203

#17 · Kolhapurcell 4800003591

distance 0.206

#18 · Kolhapurcell 4800003527

distance 0.207

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":4800003212}}}'

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.