Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002268

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002436

distance 0.179

#2 · Akolacell 4670000163

distance 0.182 · cross-district

#3 · Nandedcell 4850000171

distance 0.186 · cross-district

#4 · Washimcell 4990000073

distance 0.195 · cross-district

#5 · Beedcell 4700004778

distance 0.199

#6 · Parbhanicell 4890000574

distance 0.201 · cross-district

#7 · Buldhanacell 4720003662

distance 0.207 · cross-district

#8 · Washimcell 4990000714

distance 0.211 · cross-district

#9 · Hingolicell 4770001068

distance 0.211 · cross-district

#10 · Beedcell 4700002415

distance 0.217

#11 · Buldhanacell 4720004037

distance 0.217 · cross-district

#12 · Dharashivcell 4880005199

distance 0.219 · cross-district

#13 · Beedcell 4700004947

distance 0.219

#14 · Beedcell 4700002087

distance 0.221

#15 · Buldhanacell 4720002927

distance 0.222 · cross-district

#16 · Beedcell 4700001786

distance 0.222

#17 · Beedcell 4700002425

distance 0.224

#18 · Buldhanacell 4720000968

distance 0.225 · 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":4700002268}}}'

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.