Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008509

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008648

distance 0.12

#2 · Beedcell 4700008705

distance 0.168

#3 · Beedcell 4700008751

distance 0.181

#4 · Beedcell 4700007783

distance 0.185

#5 · Beedcell 4700007487

distance 0.186

#6 · Beedcell 4700007960

distance 0.187

#7 · Beedcell 4700007865

distance 0.187

#8 · Beedcell 4700008706

distance 0.188

#9 · Beedcell 4700001501

distance 0.189

#10 · Ahmednagarcell 4660005877

distance 0.19 · cross-district

#11 · Beedcell 4700008343

distance 0.191

#12 · Ahmednagarcell 4660005722

distance 0.191 · cross-district

#13 · Beedcell 4700007745

distance 0.191

#14 · Beedcell 4700006034

distance 0.196

#15 · Parbhanicell 4890000364

distance 0.201 · cross-district

#16 · Beedcell 4700007223

distance 0.201

#17 · Beedcell 4700008921

distance 0.202

#18 · Buldhanacell 4720001714

distance 0.202 · 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":4700008509}}}'

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.