Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003456

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001939

distance 0.149

#2 · Beedcell 4700001158

distance 0.177

#3 · Buldhanacell 4720003366

distance 0.195 · cross-district

#4 · Beedcell 4700000439

distance 0.199

#5 · Buldhanacell 4720000952

distance 0.201 · cross-district

#6 · Beedcell 4700001593

distance 0.204

#7 · Dharashivcell 4880003209

distance 0.205 · cross-district

#8 · Laturcell 4810000038

distance 0.205 · cross-district

#9 · Dharashivcell 4880000949

distance 0.209 · cross-district

#10 · Beedcell 4700001886

distance 0.209

#11 · Nandedcell 4850000002

distance 0.211 · cross-district

#12 · Solapurcell 4960001277

distance 0.212 · cross-district

#13 · Buldhanacell 4720001980

distance 0.212 · cross-district

#14 · Buldhanacell 4720002934

distance 0.214 · cross-district

#15 · Beedcell 4700005162

distance 0.216

#16 · Buldhanacell 4720004305

distance 0.217 · cross-district

#17 · Nandedcell 4850000426

distance 0.218 · cross-district

#18 · Beedcell 4700003626

distance 0.218

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":4700003456}}}'

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.