Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003188

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006060

distance 0.104 · cross-district

#2 · Kolhapurcell 4800006059

distance 0.108 · cross-district

#3 · Sanglicell 4930003183

distance 0.13

#4 · Sanglicell 4930003365

distance 0.137

#5 · Sanglicell 4930001113

distance 0.142

#6 · Sanglicell 4930002341

distance 0.145

#7 · Sanglicell 4930001119

distance 0.156

#8 · Sanglicell 4930000890

distance 0.156

#9 · Sataracell 4940000369

distance 0.161 · cross-district

#10 · Sanglicell 4930000684

distance 0.163

#11 · Sanglicell 4930006524

distance 0.164

#12 · Sanglicell 4930004189

distance 0.165

#13 · Sanglicell 4930004659

distance 0.165

#14 · Sanglicell 4930004068

distance 0.166

#15 · Sanglicell 4930001660

distance 0.168

#16 · Sanglicell 4930005299

distance 0.168

#17 · Sanglicell 4930005629

distance 0.171

#18 · Sanglicell 4930006315

distance 0.173

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":4930003188}}}'

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.