Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001782

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002275

distance 0.123

#2 · Dharashivcell 4880000622

distance 0.128 · cross-district

#3 · Beedcell 4700001636

distance 0.137

#4 · Beedcell 4700001787

distance 0.143

#5 · Beedcell 4700001626

distance 0.144

#6 · Buldhanacell 4720000125

distance 0.157 · cross-district

#7 · Buldhanacell 4720003869

distance 0.161 · cross-district

#8 · Nandedcell 4850000479

distance 0.162 · cross-district

#9 · Solapurcell 4960000046

distance 0.166 · cross-district

#10 · Beedcell 4700003110

distance 0.168

#11 · Dharashivcell 4880000771

distance 0.168 · cross-district

#12 · Jalgaoncell 4780003396

distance 0.169 · cross-district

#13 · Beedcell 4700001348

distance 0.172

#14 · Dharashivcell 4880000309

distance 0.172 · cross-district

#15 · Nandedcell 4850000650

distance 0.174 · cross-district

#16 · Solapurcell 4960006348

distance 0.174 · cross-district

#17 · Solapurcell 4960007334

distance 0.176 · cross-district

#18 · Yavatmalcell 5000010351

distance 0.177 · 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":4700001782}}}'

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.