Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004807

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005599

distance 0.113

#2 · Laturcell 4810001949

distance 0.15 · cross-district

#3 · Washimcell 4990002192

distance 0.158 · cross-district

#4 · Beedcell 4700006724

distance 0.165

#5 · Beedcell 4700004809

distance 0.167

#6 · Washimcell 4990001917

distance 0.168 · cross-district

#7 · Laturcell 4810000962

distance 0.173 · cross-district

#8 · Beedcell 4700003617

distance 0.184

#9 · Laturcell 4810001226

distance 0.187 · cross-district

#10 · Laturcell 4810002426

distance 0.188 · cross-district

#11 · Dharashivcell 4880003323

distance 0.192 · cross-district

#12 · Parbhanicell 4890000691

distance 0.193 · cross-district

#13 · Laturcell 4810001546

distance 0.194 · cross-district

#14 · Nandedcell 4850008256

distance 0.194 · cross-district

#15 · Jalnacell 4790002980

distance 0.195 · cross-district

#16 · Dharashivcell 4880003172

distance 0.196 · cross-district

#17 · Beedcell 4700005318

distance 0.197

#18 · Beedcell 4700007812

distance 0.198

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":4700004807}}}'

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.