Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007941

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008127

distance 0.165

#2 · Beedcell 4700008126

distance 0.173

#3 · Beedcell 4700008215

distance 0.176

#4 · Ahmednagarcell 4660007271

distance 0.185 · cross-district

#5 · Ahmednagarcell 4660001915

distance 0.185 · cross-district

#6 · Ahmednagarcell 4660007265

distance 0.186 · cross-district

#7 · Beedcell 4700008683

distance 0.187

#8 · Ahmednagarcell 4660007416

distance 0.191 · cross-district

#9 · Beedcell 4700008414

distance 0.192

#10 · Beedcell 4700007749

distance 0.193

#11 · Ahmednagarcell 4660007557

distance 0.193 · cross-district

#12 · Beedcell 4700008325

distance 0.195

#13 · Solapurcell 4960001001

distance 0.196 · cross-district

#14 · Ahmednagarcell 4660007705

distance 0.198 · cross-district

#15 · Ahmednagarcell 4660002112

distance 0.2 · cross-district

#16 · Beedcell 4700007309

distance 0.201

#17 · Ahmednagarcell 4660001819

distance 0.204 · cross-district

#18 · Ahmednagarcell 4660005607

distance 0.208 · 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":4700007941}}}'

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.