Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001032

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001220

distance 0.195 · cross-district

#2 · Beedcell 4700001294

distance 0.198

#3 · Beedcell 4700004998

distance 0.203

#4 · Akolacell 4670000935

distance 0.223 · cross-district

#5 · Laturcell 4810001306

distance 0.225 · cross-district

#6 · Buldhanacell 4720000781

distance 0.228 · cross-district

#7 · Jalnacell 4790003640

distance 0.233 · cross-district

#8 · Beedcell 4700005577

distance 0.234

#9 · Beedcell 4700002403

distance 0.236

#10 · Laturcell 4810003694

distance 0.236 · cross-district

#11 · Ahmednagarcell 4660001109

distance 0.238 · cross-district

#12 · Laturcell 4810002695

distance 0.239 · cross-district

#13 · Parbhanicell 4890004173

distance 0.243 · cross-district

#14 · Solapurcell 4960006195

distance 0.244 · cross-district

#15 · Washimcell 4990002224

distance 0.244 · cross-district

#16 · Laturcell 4810003589

distance 0.245 · cross-district

#17 · Buldhanacell 4720001975

distance 0.248 · cross-district

#18 · Dharashivcell 4880000896

distance 0.251 · 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":4700001032}}}'

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.