Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004445

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001809

distance 0.214 · cross-district

#2 · Beedcell 4700002574

distance 0.219

#3 · Beedcell 4700005293

distance 0.236

#4 · Akolacell 4670000349

distance 0.236 · cross-district

#5 · Buldhanacell 4720001352

distance 0.253 · cross-district

#6 · Akolacell 4670000423

distance 0.254 · cross-district

#7 · Nashikcell 4870005487

distance 0.255 · cross-district

#8 · Beedcell 4700004449

distance 0.256

#9 · Chandrapurcell 4730001240

distance 0.266 · cross-district

#10 · Beedcell 4700006694

distance 0.266

#11 · Punecell 4900005143

distance 0.267 · cross-district

#12 · Beedcell 4700004441

distance 0.269

#13 · Dharashivcell 4880000593

distance 0.27 · cross-district

#14 · Dharashivcell 4880000548

distance 0.27 · cross-district

#15 · Nandedcell 4850003309

distance 0.271 · cross-district

#16 · Parbhanicell 4890004201

distance 0.276 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001682

distance 0.279 · cross-district

#18 · Yavatmalcell 5000004097

distance 0.283 · 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":4700004445}}}'

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.