Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003583

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003584

distance 0.11

#2 · Beedcell 4700003231

distance 0.128

#3 · Beedcell 4700003918

distance 0.154

#4 · Beedcell 4700003411

distance 0.154

#5 · Jalnacell 4790006155

distance 0.165 · cross-district

#6 · Beedcell 4700001788

distance 0.166

#7 · Beedcell 4700004433

distance 0.166

#8 · Beedcell 4700002087

distance 0.17

#9 · Ahmednagarcell 4660004710

distance 0.172 · cross-district

#10 · Beedcell 4700003409

distance 0.173

#11 · Beedcell 4700002578

distance 0.173

#12 · Beedcell 4700002761

distance 0.174

#13 · Beedcell 4700002581

distance 0.174

#14 · Buldhanacell 4720008251

distance 0.175 · cross-district

#15 · Jalnacell 4790006156

distance 0.18 · cross-district

#16 · Beedcell 4700002414

distance 0.182

#17 · Beedcell 4700004607

distance 0.183

#18 · Beedcell 4700003926

distance 0.184

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":4700003583}}}'

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.