Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003285

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003112

distance 0.152

#2 · Beedcell 4700003284

distance 0.163

#3 · Dharashivcell 4880000478

distance 0.173 · cross-district

#4 · Akolacell 4670000180

distance 0.182 · cross-district

#5 · Buldhanacell 4720003490

distance 0.186 · cross-district

#6 · Beedcell 4700003799

distance 0.189

#7 · Beedcell 4700008182

distance 0.199

#8 · Washimcell 4990003209

distance 0.206 · cross-district

#9 · Buldhanacell 4720001041

distance 0.206 · cross-district

#10 · Buldhanacell 4720002938

distance 0.21 · cross-district

#11 · Jalgaoncell 4780004021

distance 0.21 · cross-district

#12 · Beedcell 4700000133

distance 0.21

#13 · Amravaticell 4680000120

distance 0.214 · cross-district

#14 · Washimcell 4990003558

distance 0.216 · cross-district

#15 · Nandedcell 4850001722

distance 0.22 · cross-district

#16 · Washimcell 4990000898

distance 0.22 · cross-district

#17 · Akolacell 4670000125

distance 0.221 · cross-district

#18 · Buldhanacell 4720005450

distance 0.222 · 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":4700003285}}}'

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.