Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006469

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006601

distance 0.136

#2 · Buldhanacell 4720007561

distance 0.144 · cross-district

#3 · Beedcell 4700006464

distance 0.157

#4 · Beedcell 4700006737

distance 0.164

#5 · Hingolicell 4770003684

distance 0.165 · cross-district

#6 · Parbhanicell 4890002156

distance 0.166 · cross-district

#7 · Beedcell 4700005618

distance 0.171

#8 · Parbhanicell 4890001641

distance 0.171 · cross-district

#9 · Beedcell 4700006864

distance 0.171

#10 · Parbhanicell 4890003574

distance 0.175 · cross-district

#11 · Jalgaoncell 4780002653

distance 0.177 · cross-district

#12 · Parbhanicell 4890002161

distance 0.178 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000513

distance 0.179 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000773

distance 0.179 · cross-district

#15 · Beedcell 4700006949

distance 0.179

#16 · Yavatmalcell 5000007007

distance 0.18 · cross-district

#17 · Beedcell 4700006833

distance 0.18

#18 · Jalgaoncell 4780001921

distance 0.181 · 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":4700006469}}}'

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.