Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002903

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001530

distance 0.223 · cross-district

#2 · Ahmednagarcell 4660011525

distance 0.224 · cross-district

#3 · Sanglicell 4930002387

distance 0.241

#4 · Ahmednagarcell 4660001692

distance 0.241 · cross-district

#5 · Sanglicell 4930002555

distance 0.244

#6 · Chhatrapati Sambhajinagarcell 4690003448

distance 0.244 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001925

distance 0.245 · cross-district

#8 · Ahmednagarcell 4660011689

distance 0.246 · cross-district

#9 · Sanglicell 4930000371

distance 0.249

#10 · Sanglicell 4930002197

distance 0.251

#11 · Sanglicell 4930002064

distance 0.256

#12 · Sanglicell 4930003032

distance 0.256

#13 · Nashikcell 4870007196

distance 0.257 · cross-district

#14 · Ahmednagarcell 4660011204

distance 0.259 · cross-district

#15 · Sanglicell 4930000136

distance 0.262

#16 · Ahmednagarcell 4660011846

distance 0.262 · cross-district

#17 · Ahmednagarcell 4660012511

distance 0.266 · cross-district

#18 · Ahmednagarcell 4660011034

distance 0.266 · 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":493,"cluster_id":4930002903}}}'

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.