Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001813

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660003132

distance 0.097 · cross-district

#2 · Ahmednagarcell 4660002292

distance 0.114 · cross-district

#3 · Beedcell 4700002454

distance 0.116

#4 · Beedcell 4700002623

distance 0.118

#5 · Ahmednagarcell 4660001470

distance 0.123 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001933

distance 0.131 · cross-district

#7 · Ahmednagarcell 4660002842

distance 0.131 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001840

distance 0.135 · cross-district

#9 · Beedcell 4700001967

distance 0.137

#10 · Beedcell 4700002624

distance 0.14

#11 · Chhatrapati Sambhajinagarcell 4690002952

distance 0.141 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002648

distance 0.143 · cross-district

#13 · Beedcell 4700002289

distance 0.143

#14 · Ahmednagarcell 4660003059

distance 0.144 · cross-district

#15 · Punecell 4900001346

distance 0.144 · cross-district

#16 · Ahmednagarcell 4660003129

distance 0.145 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003152

distance 0.148 · cross-district

#18 · Beedcell 4700001092

distance 0.149

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":4700001813}}}'

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.