Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002935

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006244

distance 0.311 · cross-district

#2 · Sanglicell 4930002947

distance 0.317

#3 · Sanglicell 4930001916

distance 0.318

#4 · Beedcell 4700002328

distance 0.354 · cross-district

#5 · Jalgaoncell 4780005155

distance 0.356 · cross-district

#6 · Sanglicell 4930002083

distance 0.364

#7 · Dharashivcell 4880002593

distance 0.378 · cross-district

#8 · Beedcell 4700002137

distance 0.379 · cross-district

#9 · Jalnacell 4790002052

distance 0.38 · cross-district

#10 · Nashikcell 4870010979

distance 0.384 · cross-district

#11 · Nashikcell 4870003568

distance 0.394 · cross-district

#12 · Ahmednagarcell 4660011580

distance 0.398 · cross-district

#13 · Sanglicell 4930002227

distance 0.4

#14 · Solapurcell 4960005610

distance 0.402 · cross-district

#15 · Beedcell 4700008499

distance 0.403 · cross-district

#16 · Yavatmalcell 5000008700

distance 0.403 · cross-district

#17 · Beedcell 4700001879

distance 0.403 · cross-district

#18 · Sanglicell 4930002766

distance 0.408

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":4930002935}}}'

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.