Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009028

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700009002

distance 0.083

#2 · Beedcell 4700009027

distance 0.13

#3 · Parbhanicell 4890001913

distance 0.144 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000773

distance 0.147 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000511

distance 0.156 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000615

distance 0.161 · cross-district

#7 · Parbhanicell 4890002243

distance 0.161 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000663

distance 0.161 · cross-district

#9 · Beedcell 4700007713

distance 0.162

#10 · Parbhanicell 4890001652

distance 0.166 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000651

distance 0.166 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000772

distance 0.167 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690004528

distance 0.168 · cross-district

#14 · Parbhanicell 4890002241

distance 0.17 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000767

distance 0.171 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001084

distance 0.172 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000556

distance 0.173 · cross-district

#18 · Beedcell 4700005475

distance 0.175

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":4700009028}}}'

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.