Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003452

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002087

distance 0.176

#2 · Sanglicell 4930002758

distance 0.187

#3 · Sanglicell 4930002418

distance 0.19

#4 · Sanglicell 4930002255

distance 0.199

#5 · Sanglicell 4930002254

distance 0.207

#6 · Sanglicell 4930002250

distance 0.209

#7 · Sanglicell 4930002102

distance 0.215

#8 · Sanglicell 4930002773

distance 0.219

#9 · Sanglicell 4930001339

distance 0.221

#10 · Sanglicell 4930001918

distance 0.222

#11 · Laturcell 4810001194

distance 0.222 · cross-district

#12 · Sanglicell 4930002089

distance 0.224

#13 · Beedcell 4700005817

distance 0.225 · cross-district

#14 · Sanglicell 4930001920

distance 0.229

#15 · Solapurcell 4960000453

distance 0.229 · cross-district

#16 · Sanglicell 4930005005

distance 0.234

#17 · Sanglicell 4930002249

distance 0.235

#18 · Solapurcell 4960007465

distance 0.236 · 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":4930003452}}}'

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.