Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000581

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004306

distance 0.152

#2 · Beedcell 4700005723

distance 0.155

#3 · Beedcell 4700000589

distance 0.167

#4 · Washimcell 4990002145

distance 0.176 · cross-district

#5 · Dharashivcell 4880004359

distance 0.182 · cross-district

#6 · Beedcell 4700000585

distance 0.182

#7 · Beedcell 4700001580

distance 0.182

#8 · Laturcell 4810002529

distance 0.186 · cross-district

#9 · Beedcell 4700006150

distance 0.188

#10 · Buldhanacell 4720000063

distance 0.191 · cross-district

#11 · Beedcell 4700001793

distance 0.191

#12 · Beedcell 4700001785

distance 0.191

#13 · Beedcell 4700005857

distance 0.193

#14 · Nandedcell 4850000478

distance 0.194 · cross-district

#15 · Beedcell 4700000949

distance 0.195

#16 · Dharashivcell 4880004547

distance 0.196 · cross-district

#17 · Beedcell 4700002538

distance 0.198

#18 · Akolacell 4670001302

distance 0.198 · 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":4700000581}}}'

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.