Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006882

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004202

distance 0.141 · cross-district

#2 · Ahmednagarcell 4660001981

distance 0.156 · cross-district

#3 · Ahmednagarcell 4660004411

distance 0.158 · cross-district

#4 · Beedcell 4700006479

distance 0.158

#5 · Ahmednagarcell 4660003603

distance 0.162 · cross-district

#6 · Ahmednagarcell 4660001569

distance 0.164 · cross-district

#7 · Ahmednagarcell 4660003555

distance 0.164 · cross-district

#8 · Ahmednagarcell 4660005054

distance 0.165 · cross-district

#9 · Ahmednagarcell 4660002357

distance 0.169 · cross-district

#10 · Ahmednagarcell 4660003104

distance 0.17 · cross-district

#11 · Beedcell 4700004174

distance 0.171

#12 · Beedcell 4700005768

distance 0.171

#13 · Ahmednagarcell 4660002189

distance 0.171 · cross-district

#14 · Ahmednagarcell 4660003037

distance 0.171 · cross-district

#15 · Punecell 4900001342

distance 0.172 · cross-district

#16 · Ahmednagarcell 4660001638

distance 0.173 · cross-district

#17 · Beedcell 4700004509

distance 0.173

#18 · Beedcell 4700005337

distance 0.173

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":4700006882}}}'

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.