Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007718

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000484

distance 0.149

#2 · Beedcell 4700007995

distance 0.149

#3 · Buldhanacell 4720001267

distance 0.153 · cross-district

#4 · Beedcell 4700002734

distance 0.161

#5 · Beedcell 4700007524

distance 0.163

#6 · Beedcell 4700000317

distance 0.164

#7 · Beedcell 4700008073

distance 0.165

#8 · Buldhanacell 4720000266

distance 0.167 · cross-district

#9 · Jalnacell 4790003743

distance 0.167 · cross-district

#10 · Buldhanacell 4720001124

distance 0.168 · cross-district

#11 · Solapurcell 4960004399

distance 0.172 · cross-district

#12 · Beedcell 4700000473

distance 0.174

#13 · Buldhanacell 4720001151

distance 0.174 · cross-district

#14 · Jalnacell 4790002636

distance 0.176 · cross-district

#15 · Beedcell 4700007615

distance 0.176

#16 · Beedcell 4700000257

distance 0.179

#17 · Solapurcell 4960005471

distance 0.18 · cross-district

#18 · Jalnacell 4790000052

distance 0.182 · 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":4700007718}}}'

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.