Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003787

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000954

distance 0.139

#2 · Laturcell 4810002251

distance 0.14 · cross-district

#3 · Beedcell 4700004466

distance 0.161

#4 · Beedcell 4700000197

distance 0.161

#5 · Laturcell 4810001050

distance 0.162 · cross-district

#6 · Dharashivcell 4880003397

distance 0.169 · cross-district

#7 · Beedcell 4700007690

distance 0.171

#8 · Dharashivcell 4880003517

distance 0.173 · cross-district

#9 · Buldhanacell 4720002556

distance 0.175 · cross-district

#10 · Laturcell 4810001286

distance 0.176 · cross-district

#11 · Nandedcell 4850001688

distance 0.18 · cross-district

#12 · Beedcell 4700007622

distance 0.182

#13 · Beedcell 4700008602

distance 0.182

#14 · Laturcell 4810001733

distance 0.183 · cross-district

#15 · Laturcell 4810001624

distance 0.184 · cross-district

#16 · Dharashivcell 4880001429

distance 0.184 · cross-district

#17 · Beedcell 4700004129

distance 0.185

#18 · Beedcell 4700000956

distance 0.185

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":4700003787}}}'

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.