Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008765

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007707

distance 0.136

#2 · Jalnacell 4790000691

distance 0.141 · cross-district

#3 · Beedcell 4700008522

distance 0.147

#4 · Jalnacell 4790002469

distance 0.154 · cross-district

#5 · Beedcell 4700007893

distance 0.162

#6 · Buldhanacell 4720001211

distance 0.162 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000719

distance 0.163 · cross-district

#8 · Beedcell 4700007812

distance 0.164

#9 · Beedcell 4700007994

distance 0.165

#10 · Beedcell 4700008720

distance 0.166

#11 · Beedcell 4700007984

distance 0.168

#12 · Jalnacell 4790000805

distance 0.169 · cross-district

#13 · Jalnacell 4790000896

distance 0.169 · cross-district

#14 · Beedcell 4700008084

distance 0.177

#15 · Laturcell 4810001990

distance 0.178 · cross-district

#16 · Jalnacell 4790001553

distance 0.179 · cross-district

#17 · Buldhanacell 4720000958

distance 0.179 · cross-district

#18 · Buldhanacell 4720001570

distance 0.184 · 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":4700008765}}}'

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.