Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001331

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001610

distance 0.123

#2 · Kolhapurcell 4800001607

distance 0.154

#3 · Kolhapurcell 4800002059

distance 0.167

#4 · Kolhapurcell 4800001663

distance 0.173

#5 · Kolhapurcell 4800001440

distance 0.183

#6 · Kolhapurcell 4800000773

distance 0.205

#7 · Kolhapurcell 4800001835

distance 0.207

#8 · Kolhapurcell 4800001321

distance 0.209

#9 · Kolhapurcell 4800001660

distance 0.211

#10 · Kolhapurcell 4800002111

distance 0.211

#11 · Kolhapurcell 4800001943

distance 0.212

#12 · Kolhapurcell 4800001608

distance 0.215

#13 · Kolhapurcell 4800001716

distance 0.217

#14 · Kolhapurcell 4800001389

distance 0.218

#15 · Kolhapurcell 4800001326

distance 0.218

#16 · Kolhapurcell 4800001380

distance 0.223

#17 · Kolhapurcell 4800001954

distance 0.225

#18 · Kolhapurcell 4800001322

distance 0.227

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":4800001331}}}'

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.