Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004666

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004529

distance 0.14

#2 · Sanglicell 4930005643

distance 0.153

#3 · Sanglicell 4930006468

distance 0.166

#4 · Sataracell 4940000279

distance 0.17 · cross-district

#5 · Sanglicell 4930000391

distance 0.172

#6 · Sanglicell 4930004525

distance 0.173

#7 · Kolhapurcell 4800004185

distance 0.176 · cross-district

#8 · Kolhapurcell 4800005642

distance 0.178 · cross-district

#9 · Kolhapurcell 4800005641

distance 0.178 · cross-district

#10 · Sanglicell 4930006459

distance 0.179

#11 · Sataracell 4940000662

distance 0.181 · cross-district

#12 · Sanglicell 4930004229

distance 0.185

#13 · Sanglicell 4930004199

distance 0.186

#14 · Sanglicell 4930006260

distance 0.19

#15 · Sanglicell 4930005532

distance 0.191

#16 · Sanglicell 4930005722

distance 0.192

#17 · Kolhapurcell 4800003429

distance 0.193 · cross-district

#18 · Sanglicell 4930006036

distance 0.197

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":493,"cluster_id":4930004666}}}'

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.