Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000435

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005187

distance 0.136 · cross-district

#2 · Laturcell 4810001632

distance 0.17 · cross-district

#3 · Beedcell 4700001884

distance 0.186

#4 · Laturcell 4810001071

distance 0.187 · cross-district

#5 · Washimcell 4990001657

distance 0.191 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690004150

distance 0.192 · cross-district

#7 · Dharashivcell 4880001438

distance 0.192 · cross-district

#8 · Dharashivcell 4880005589

distance 0.193 · cross-district

#9 · Beedcell 4700005434

distance 0.194

#10 · Beedcell 4700001287

distance 0.194

#11 · Jalnacell 4790000909

distance 0.195 · cross-district

#12 · Dharashivcell 4880000794

distance 0.197 · cross-district

#13 · Beedcell 4700001427

distance 0.204

#14 · Buldhanacell 4720001741

distance 0.204 · cross-district

#15 · Hingolicell 4770001064

distance 0.205 · cross-district

#16 · Buldhanacell 4720002154

distance 0.206 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004616

distance 0.206 · cross-district

#18 · Buldhanacell 4720000922

distance 0.207 · 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":4700000435}}}'

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.