Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002161

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002156

distance 0.138

#2 · Sanglicell 4930001662

distance 0.144

#3 · Sanglicell 4930003004

distance 0.149

#4 · Sanglicell 4930001113

distance 0.15

#5 · Sanglicell 4930006177

distance 0.164

#6 · Sanglicell 4930006516

distance 0.165

#7 · Sanglicell 4930006456

distance 0.168

#8 · Kolhapurcell 4800006059

distance 0.176 · cross-district

#9 · Sataracell 4940001134

distance 0.178 · cross-district

#10 · Sanglicell 4930001660

distance 0.18

#11 · Sanglicell 4930006805

distance 0.182

#12 · Sataracell 4940002303

distance 0.183 · cross-district

#13 · Sataracell 4940002771

distance 0.185 · cross-district

#14 · Sataracell 4940006602

distance 0.188 · cross-district

#15 · Sataracell 4940001248

distance 0.189 · cross-district

#16 · Sataracell 4940000109

distance 0.19 · cross-district

#17 · Sanglicell 4930005950

distance 0.193

#18 · Sanglicell 4930006524

distance 0.195

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":4930002161}}}'

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.