Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003230

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 5 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002716

distance 0.15

#2 · Beedcell 4700000777

distance 0.171

#3 · Beedcell 4700002219

distance 0.174

#4 · Beedcell 4700000458

distance 0.182

#5 · Beedcell 4700005663

distance 0.185

#6 · Jalnacell 4790003905

distance 0.194 · cross-district

#7 · Ahmednagarcell 4660003662

distance 0.195 · cross-district

#8 · Ahmednagarcell 4660004667

distance 0.201 · cross-district

#9 · Beedcell 4700002573

distance 0.201

#10 · Beedcell 4700002713

distance 0.201

#11 · Beedcell 4700004577

distance 0.202

#12 · Beedcell 4700001613

distance 0.202

#13 · Buldhanacell 4720001863

distance 0.203 · cross-district

#14 · Sanglicell 4930002396

distance 0.203 · cross-district

#15 · Beedcell 4700004784

distance 0.203

#16 · Sanglicell 4930000164

distance 0.206 · cross-district

#17 · Beedcell 4700001758

distance 0.208

#18 · Buldhanacell 4720001443

distance 0.208 · 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":4700003230}}}'

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.