Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007247

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

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000466

distance 0.191

#2 · Laturcell 4810002168

distance 0.194 · cross-district

#3 · Buldhanacell 4720000866

distance 0.195 · cross-district

#4 · Jalnacell 4790001198

distance 0.196 · cross-district

#5 · Buldhanacell 4720000807

distance 0.199 · cross-district

#6 · Buldhanacell 4720002805

distance 0.206 · cross-district

#7 · Beedcell 4700000572

distance 0.211

#8 · Beedcell 4700007056

distance 0.211

#9 · Beedcell 4700001755

distance 0.214

#10 · Washimcell 4990001372

distance 0.22 · cross-district

#11 · Buldhanacell 4720001450

distance 0.22 · cross-district

#12 · Beedcell 4700000262

distance 0.224

#13 · Akolacell 4670000488

distance 0.225 · cross-district

#14 · Gadchirolicell 4750011835

distance 0.228 · cross-district

#15 · Dharashivcell 4880005854

distance 0.23 · cross-district

#16 · Washimcell 4990001297

distance 0.233 · cross-district

#17 · Beedcell 4700002055

distance 0.234

#18 · Jalnacell 4790002433

distance 0.235 · 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":4700007247}}}'

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.