Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008173

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008181

distance 0.132

#2 · Beedcell 4700000897

distance 0.146

#3 · Buldhanacell 4720001146

distance 0.151 · cross-district

#4 · Jalnacell 4790000001

distance 0.157 · cross-district

#5 · Beedcell 4700008182

distance 0.158

#6 · Beedcell 4700003960

distance 0.164

#7 · Jalnacell 4790004163

distance 0.166 · cross-district

#8 · Beedcell 4700002401

distance 0.167

#9 · Washimcell 4990003348

distance 0.167 · cross-district

#10 · Beedcell 4700008668

distance 0.168

#11 · Jalnacell 4790001558

distance 0.17 · cross-district

#12 · Buldhanacell 4720001370

distance 0.17 · cross-district

#13 · Washimcell 4990002132

distance 0.172 · cross-district

#14 · Buldhanacell 4720000167

distance 0.173 · cross-district

#15 · Jalnacell 4790002212

distance 0.174 · cross-district

#16 · Beedcell 4700000916

distance 0.174

#17 · Jalnacell 4790002213

distance 0.175 · cross-district

#18 · Buldhanacell 4720000493

distance 0.176 · 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":4700008173}}}'

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.