Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001932

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

0.041

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002092

distance 0.041

#2 · Beedcell 4700001776

distance 0.075

#3 · Beedcell 4700001931

distance 0.078

#4 · Beedcell 4700002091

distance 0.092

#5 · Beedcell 4700002423

distance 0.129

#6 · Beedcell 4700003925

distance 0.133

#7 · Beedcell 4700004265

distance 0.149

#8 · Buldhanacell 4720004022

distance 0.158 · cross-district

#9 · Jalgaoncell 4780006728

distance 0.163 · cross-district

#10 · Jalgaoncell 4780006577

distance 0.163 · cross-district

#11 · Beedcell 4700002420

distance 0.164

#12 · Buldhanacell 4720004173

distance 0.165 · cross-district

#13 · Buldhanacell 4720004099

distance 0.165 · cross-district

#14 · Dharashivcell 4880002542

distance 0.166 · cross-district

#15 · Beedcell 4700002253

distance 0.167

#16 · Dharashivcell 4880002700

distance 0.168 · cross-district

#17 · Buldhanacell 4720004406

distance 0.172 · cross-district

#18 · Buldhanacell 4720004250

distance 0.173 · 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":4700001932}}}'

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.