Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003110

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002275

distance 0.152

#2 · Yavatmalcell 5000010254

distance 0.166 · cross-district

#3 · Beedcell 4700001782

distance 0.168

#4 · Yavatmalcell 5000010352

distance 0.17 · cross-district

#5 · Washimcell 4990002974

distance 0.182 · cross-district

#6 · Yavatmalcell 5000010162

distance 0.183 · cross-district

#7 · Washimcell 4990002669

distance 0.189 · cross-district

#8 · Yavatmalcell 5000010260

distance 0.19 · cross-district

#9 · Nandedcell 4850000653

distance 0.191 · cross-district

#10 · Yavatmalcell 5000009951

distance 0.193 · cross-district

#11 · Nandedcell 4850000313

distance 0.197 · cross-district

#12 · Yavatmalcell 5000010983

distance 0.198 · cross-district

#13 · Dharashivcell 4880000622

distance 0.198 · cross-district

#14 · Yavatmalcell 5000009624

distance 0.198 · cross-district

#15 · Buldhanacell 4720003869

distance 0.199 · cross-district

#16 · Nandedcell 4850000346

distance 0.199 · cross-district

#17 · Beedcell 4700001636

distance 0.2

#18 · Washimcell 4990003778

distance 0.202 · 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":4700003110}}}'

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.