Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004089

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004088

distance 0.133

#2 · Sanglicell 4930004084

distance 0.166

#3 · Sanglicell 4930004537

distance 0.172

#4 · Solapurcell 4960005884

distance 0.183 · cross-district

#5 · Sanglicell 4930000733

distance 0.184

#6 · Sanglicell 4930000565

distance 0.185

#7 · Sanglicell 4930002044

distance 0.186

#8 · Sanglicell 4930003053

distance 0.189

#9 · Sanglicell 4930004387

distance 0.191

#10 · Sanglicell 4930002898

distance 0.191

#11 · Sanglicell 4930000638

distance 0.193

#12 · Sanglicell 4930000734

distance 0.193

#13 · Kolhapurcell 4800003604

distance 0.196 · cross-district

#14 · Sanglicell 4930006042

distance 0.197

#15 · Sanglicell 4930002057

distance 0.197

#16 · Solapurcell 4960007341

distance 0.198 · cross-district

#17 · Sanglicell 4930000564

distance 0.2

#18 · Sanglicell 4930004369

distance 0.2

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":4930004089}}}'

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.