Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004313

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003672

distance 0.156

#2 · Sanglicell 4930004157

distance 0.178

#3 · Sanglicell 4930005786

distance 0.181

#4 · Sanglicell 4930005784

distance 0.186

#5 · Sanglicell 4930001951

distance 0.195

#6 · Sanglicell 4930002604

distance 0.201

#7 · Sanglicell 4930002118

distance 0.206

#8 · Sanglicell 4930002116

distance 0.208

#9 · Beedcell 4700008329

distance 0.213 · cross-district

#10 · Beedcell 4700001352

distance 0.213 · cross-district

#11 · Washimcell 4990001554

distance 0.222 · cross-district

#12 · Sanglicell 4930002764

distance 0.225

#13 · Sanglicell 4930001953

distance 0.227

#14 · Laturcell 4810006154

distance 0.228 · cross-district

#15 · Sanglicell 4930001786

distance 0.228

#16 · Sanglicell 4930001952

distance 0.229

#17 · Laturcell 4810006151

distance 0.229 · cross-district

#18 · Beedcell 4700005156

distance 0.23 · 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":4930004313}}}'

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.