Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003626

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000197

distance 0.175

#2 · Beedcell 4700000134

distance 0.177

#3 · Amravaticell 4680000804

distance 0.184 · cross-district

#4 · Buldhanacell 4720000505

distance 0.188 · cross-district

#5 · Yavatmalcell 5000011135

distance 0.188 · cross-district

#6 · Washimcell 4990002223

distance 0.19 · cross-district

#7 · Parbhanicell 4890000627

distance 0.191 · cross-district

#8 · Beedcell 4700000583

distance 0.193

#9 · Chhatrapati Sambhajinagarcell 4690001054

distance 0.193 · cross-district

#10 · Yavatmalcell 5000011265

distance 0.193 · cross-district

#11 · Beedcell 4700001727

distance 0.194

#12 · Beedcell 4700000647

distance 0.194

#13 · Amravaticell 4680006187

distance 0.195 · cross-district

#14 · Beedcell 4700008602

distance 0.196

#15 · Beedcell 4700000088

distance 0.2

#16 · Dharashivcell 4880004821

distance 0.202 · cross-district

#17 · Nandedcell 4850002598

distance 0.203 · cross-district

#18 · Washimcell 4990000945

distance 0.203 · 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":4700003626}}}'

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.