Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000428

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002189

distance 0.133

#2 · Beedcell 4700001557

distance 0.158

#3 · Dharashivcell 4880006400

distance 0.164 · cross-district

#4 · Beedcell 4700000733

distance 0.167

#5 · Beedcell 4700001708

distance 0.171

#6 · Beedcell 4700001874

distance 0.172

#7 · Beedcell 4700000427

distance 0.184

#8 · Dharashivcell 4880006437

distance 0.187 · cross-district

#9 · Beedcell 4700000634

distance 0.195

#10 · Beedcell 4700001550

distance 0.199

#11 · Beedcell 4700005832

distance 0.201

#12 · Beedcell 4700008696

distance 0.205

#13 · Dhulecell 4740000150

distance 0.21 · cross-district

#14 · Beedcell 4700001555

distance 0.211

#15 · Parbhanicell 4890002830

distance 0.211 · cross-district

#16 · Nashikcell 4870012053

distance 0.217 · cross-district

#17 · Beedcell 4700000851

distance 0.218

#18 · Washimcell 4990002931

distance 0.218 · 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":470,"cluster_id":4700000428}}}'

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.