Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008332

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008127

distance 0.177

#2 · Ahmednagarcell 4660007564

distance 0.186 · cross-district

#3 · Beedcell 4700004988

distance 0.19

#4 · Beedcell 4700008325

distance 0.191

#5 · Beedcell 4700008331

distance 0.194

#6 · Buldhanacell 4720001966

distance 0.196 · cross-district

#7 · Ahmednagarcell 4660007705

distance 0.199 · cross-district

#8 · Ahmednagarcell 4660007265

distance 0.2 · cross-district

#9 · Ahmednagarcell 4660007419

distance 0.204 · cross-district

#10 · Beedcell 4700007682

distance 0.204

#11 · Dharashivcell 4880001316

distance 0.206 · cross-district

#12 · Beedcell 4700008622

distance 0.206

#13 · Beedcell 4700007971

distance 0.207

#14 · Beedcell 4700007309

distance 0.208

#15 · Nandedcell 4850004179

distance 0.208 · cross-district

#16 · Beedcell 4700008706

distance 0.21

#17 · Beedcell 4700008689

distance 0.21

#18 · Ahmednagarcell 4660007416

distance 0.211 · 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":4700008332}}}'

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.