Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003484

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003656

distance 0.084

#2 · Beedcell 4700003842

distance 0.145

#3 · Punecell 4900005544

distance 0.15 · cross-district

#4 · Ahmednagarcell 4660010933

distance 0.153 · cross-district

#5 · Beedcell 4700004681

distance 0.153

#6 · Beedcell 4700005918

distance 0.155

#7 · Ahmednagarcell 4660009589

distance 0.157 · cross-district

#8 · Beedcell 4700004161

distance 0.158

#9 · Ahmednagarcell 4660001338

distance 0.159 · cross-district

#10 · Ahmednagarcell 4660000062

distance 0.161 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002160

distance 0.163 · cross-district

#12 · Ahmednagarcell 4660012529

distance 0.163 · cross-district

#13 · Beedcell 4700003658

distance 0.163

#14 · Beedcell 4700004509

distance 0.164

#15 · Ahmednagarcell 4660002159

distance 0.164 · cross-district

#16 · Punecell 4900004873

distance 0.166 · cross-district

#17 · Ahmednagarcell 4660010273

distance 0.166 · cross-district

#18 · Ahmednagarcell 4660000103

distance 0.167 · 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":4700003484}}}'

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.