Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002329

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001823

distance 0.179

#2 · Sanglicell 4930006193

distance 0.199

#3 · Sanglicell 4930005822

distance 0.205

#4 · Sanglicell 4930001382

distance 0.214

#5 · Sataracell 4940001699

distance 0.218 · cross-district

#6 · Sanglicell 4930001006

distance 0.229

#7 · Sanglicell 4930005892

distance 0.233

#8 · Sataracell 4940000195

distance 0.233 · cross-district

#9 · Sataracell 4940004024

distance 0.243 · cross-district

#10 · Sanglicell 4930006453

distance 0.245

#11 · Sanglicell 4930002502

distance 0.253

#12 · Sataracell 4940000320

distance 0.254 · cross-district

#13 · Sataracell 4940005231

distance 0.256 · cross-district

#14 · Sataracell 4940001243

distance 0.257 · cross-district

#15 · Sanglicell 4930004058

distance 0.259

#16 · Sanglicell 4930001008

distance 0.259

#17 · Sataracell 4940004243

distance 0.26 · cross-district

#18 · Sanglicell 4930000696

distance 0.26

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":4930002329}}}'

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.