Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008402

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008621

distance 0.12

#2 · Ahmednagarcell 4660007866

distance 0.127 · cross-district

#3 · Ahmednagarcell 4660007569

distance 0.134 · cross-district

#4 · Ahmednagarcell 4660007407

distance 0.139 · cross-district

#5 · Beedcell 4700008545

distance 0.145

#6 · Beedcell 4700008224

distance 0.149

#7 · Beedcell 4700008403

distance 0.151

#8 · Ahmednagarcell 4660008014

distance 0.162 · cross-district

#9 · Beedcell 4700007689

distance 0.165

#10 · Beedcell 4700008400

distance 0.167

#11 · Ahmednagarcell 4660008636

distance 0.173 · cross-district

#12 · Beedcell 4700008552

distance 0.178

#13 · Ahmednagarcell 4660007716

distance 0.178 · cross-district

#14 · Ahmednagarcell 4660007121

distance 0.179 · cross-district

#15 · Ahmednagarcell 4660007713

distance 0.179 · cross-district

#16 · Ahmednagarcell 4660007412

distance 0.181 · cross-district

#17 · Beedcell 4700007656

distance 0.182

#18 · Ahmednagarcell 4660007558

distance 0.182 · 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":4700008402}}}'

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.