Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002821

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003225

distance 0.122

#2 · Kolhapurcell 4800003580

distance 0.171

#3 · Kolhapurcell 4800003711

distance 0.179

#4 · Kolhapurcell 4800003534

distance 0.184

#5 · Kolhapurcell 4800003593

distance 0.201

#6 · Kolhapurcell 4800003308

distance 0.21

#7 · Kolhapurcell 4800003415

distance 0.211

#8 · Kolhapurcell 4800003666

distance 0.217

#9 · Kolhapurcell 4800003315

distance 0.225

#10 · Kolhapurcell 4800003361

distance 0.225

#11 · Kolhapurcell 4800003356

distance 0.227

#12 · Kolhapurcell 4800003171

distance 0.231

#13 · Kolhapurcell 4800002932

distance 0.232

#14 · Kolhapurcell 4800003096

distance 0.258

#15 · Sataracell 4940005712

distance 0.259 · cross-district

#16 · Kolhapurcell 4800003787

distance 0.264

#17 · Kolhapurcell 4800003312

distance 0.277

#18 · Sataracell 4940003399

distance 0.281 · 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":4800002821}}}'

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.