Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003630

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 9 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003800

distance 0.206

#2 · Dharashivcell 4880000857

distance 0.207 · cross-district

#3 · Washimcell 4990003855

distance 0.232 · cross-district

#4 · Buldhanacell 4720004050

distance 0.234 · cross-district

#5 · Nashikcell 4870006361

distance 0.242 · cross-district

#6 · Beedcell 4700003629

distance 0.244

#7 · Nandedcell 4850001166

distance 0.247 · cross-district

#8 · Yavatmalcell 5000001626

distance 0.248 · cross-district

#9 · Nandedcell 4850001733

distance 0.255 · cross-district

#10 · Dharashivcell 4880000990

distance 0.26 · cross-district

#11 · Yavatmalcell 5000005512

distance 0.261 · cross-district

#12 · Akolacell 4670000494

distance 0.261 · cross-district

#13 · Jalgaoncell 4780005465

distance 0.272 · cross-district

#14 · Buldhanacell 4720004079

distance 0.272 · cross-district

#15 · Washimcell 4990003946

distance 0.272 · cross-district

#16 · Dharashivcell 4880000811

distance 0.273 · cross-district

#17 · Yavatmalcell 5000011278

distance 0.274 · cross-district

#18 · Beedcell 4700001154

distance 0.276

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":4700003630}}}'

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.