Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000734

The MH-36 locality cells most similar to this Beed 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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006357

distance 0.167 · cross-district

#2 · Beedcell 4700000858

distance 0.17

#3 · Beedcell 4700000733

distance 0.171

#4 · Beedcell 4700002687

distance 0.175

#5 · Beedcell 4700002342

distance 0.18

#6 · Beedcell 4700002858

distance 0.181

#7 · Beedcell 4700000346

distance 0.185

#8 · Beedcell 4700000427

distance 0.185

#9 · Beedcell 4700002688

distance 0.185

#10 · Beedcell 4700001708

distance 0.188

#11 · Sanglicell 4930001442

distance 0.19 · cross-district

#12 · Beedcell 4700001710

distance 0.192

#13 · Beedcell 4700002347

distance 0.193

#14 · Beedcell 4700001555

distance 0.194

#15 · Beedcell 4700002190

distance 0.199

#16 · Beedcell 4700000624

distance 0.2

#17 · Dharashivcell 4880006358

distance 0.2 · cross-district

#18 · Beedcell 4700002179

distance 0.202

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":470,"cluster_id":4700000734}}}'

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.