Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006428

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

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006297

distance 0.089

#2 · Jalnacell 4790003408

distance 0.121 · cross-district

#3 · Beedcell 4700007152

distance 0.122

#4 · Buldhanacell 4720003349

distance 0.127 · cross-district

#5 · Beedcell 4700006703

distance 0.129

#6 · Solapurcell 4960001220

distance 0.131 · cross-district

#7 · Beedcell 4700006704

distance 0.132

#8 · Dharashivcell 4880001702

distance 0.135 · cross-district

#9 · Beedcell 4700006567

distance 0.137

#10 · Akolacell 4670001280

distance 0.138 · cross-district

#11 · Akolacell 4670000610

distance 0.139 · cross-district

#12 · Parbhanicell 4890003924

distance 0.141 · cross-district

#13 · Parbhanicell 4890004563

distance 0.141 · cross-district

#14 · Beedcell 4700006830

distance 0.143

#15 · Beedcell 4700006001

distance 0.144

#16 · Parbhanicell 4890000971

distance 0.145 · cross-district

#17 · Beedcell 4700006156

distance 0.145

#18 · Jalnacell 4790002650

distance 0.146 · 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":4700006428}}}'

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.