Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002186

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002521

distance 0.173

#2 · Sanglicell 4930001267

distance 0.227

#3 · Sanglicell 4930001860

distance 0.236

#4 · Sanglicell 4930002520

distance 0.238

#5 · Sanglicell 4930000057

distance 0.245

#6 · Solapurcell 4960012551

distance 0.247 · cross-district

#7 · Sanglicell 4930003051

distance 0.254

#8 · Beedcell 4700003391

distance 0.258 · cross-district

#9 · Sanglicell 4930002687

distance 0.262

#10 · Laturcell 4810000844

distance 0.266 · cross-district

#11 · Ahmednagarcell 4660011871

distance 0.269 · cross-district

#12 · Sanglicell 4930002022

distance 0.273

#13 · Sanglicell 4930001896

distance 0.275

#14 · Sanglicell 4930001032

distance 0.276

#15 · Ahmednagarcell 4660011243

distance 0.278 · cross-district

#16 · Ahmednagarcell 4660011563

distance 0.278 · cross-district

#17 · Sanglicell 4930003582

distance 0.28

#18 · Sanglicell 4930003222

distance 0.282

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":4930002186}}}'

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.