Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004099

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004262

distance 0.158

#2 · Kolhapurcell 4800005829

distance 0.181

#3 · Kolhapurcell 4800005457

distance 0.182

#4 · Kolhapurcell 4800004412

distance 0.182

#5 · Kolhapurcell 4800004181

distance 0.184

#6 · Sanglicell 4930002394

distance 0.187 · cross-district

#7 · Kolhapurcell 4800003860

distance 0.188

#8 · Kolhapurcell 4800004410

distance 0.188

#9 · Kolhapurcell 4800004948

distance 0.192

#10 · Jalnacell 4790002850

distance 0.195 · cross-district

#11 · Kolhapurcell 4800004946

distance 0.196

#12 · Kolhapurcell 4800004949

distance 0.197

#13 · Kolhapurcell 4800005686

distance 0.198

#14 · Kolhapurcell 4800005290

distance 0.2

#15 · Kolhapurcell 4800004263

distance 0.206

#16 · Kolhapurcell 4800004865

distance 0.209

#17 · Kolhapurcell 4800004411

distance 0.21

#18 · Jalnacell 4790002687

distance 0.211 · cross-district

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":4800004099}}}'

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.