Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006939

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007051

distance 0.119

#2 · Buldhanacell 4720004887

distance 0.137 · cross-district

#3 · Laturcell 4810004855

distance 0.141 · cross-district

#4 · Jalgaoncell 4780003195

distance 0.151 · cross-district

#5 · Laturcell 4810001112

distance 0.151 · cross-district

#6 · Jalgaoncell 4780003961

distance 0.155 · cross-district

#7 · Beedcell 4700007042

distance 0.159

#8 · Amravaticell 4680000948

distance 0.165 · cross-district

#9 · Akolacell 4670001116

distance 0.166 · cross-district

#10 · Laturcell 4810004772

distance 0.167 · cross-district

#11 · Beedcell 4700006833

distance 0.167

#12 · Laturcell 4810003981

distance 0.168 · cross-district

#13 · Amravaticell 4680001232

distance 0.17 · cross-district

#14 · Laturcell 4810004951

distance 0.171 · cross-district

#15 · Beedcell 4700007052

distance 0.172

#16 · Laturcell 4810004869

distance 0.172 · cross-district

#17 · Jalgaoncell 4780002988

distance 0.174 · cross-district

#18 · Dharashivcell 4880003545

distance 0.174 · 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":4700006939}}}'

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.