Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002173

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001245

distance 0.185

#2 · Sanglicell 4930000513

distance 0.189

#3 · Sanglicell 4930002010

distance 0.191

#4 · Sanglicell 4930002172

distance 0.211

#5 · Sataracell 4940003903

distance 0.23 · cross-district

#6 · Sataracell 4940003670

distance 0.231 · cross-district

#7 · Sanglicell 4930003184

distance 0.237

#8 · Sanglicell 4930004345

distance 0.26

#9 · Sanglicell 4930002175

distance 0.266

#10 · Sanglicell 4930003698

distance 0.272

#11 · Sataracell 4940000112

distance 0.276 · cross-district

#12 · Sanglicell 4930000598

distance 0.278

#13 · Sataracell 4940000230

distance 0.278 · cross-district

#14 · Sataracell 4940004385

distance 0.283 · cross-district

#15 · Sanglicell 4930000511

distance 0.284

#16 · Sanglicell 4930002497

distance 0.286

#17 · Sanglicell 4930001241

distance 0.289

#18 · Sanglicell 4930000798

distance 0.295

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":4930002173}}}'

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.