Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007253

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001039

distance 0.154

#2 · Jalnacell 4790004144

distance 0.161 · cross-district

#3 · Parbhanicell 4890002921

distance 0.168 · cross-district

#4 · Beedcell 4700005713

distance 0.177

#5 · Laturcell 4810005199

distance 0.185 · cross-district

#6 · Dharashivcell 4880001608

distance 0.186 · cross-district

#7 · Beedcell 4700007534

distance 0.189

#8 · Buldhanacell 4720000059

distance 0.195 · cross-district

#9 · Laturcell 4810000691

distance 0.196 · cross-district

#10 · Beedcell 4700000815

distance 0.196

#11 · Laturcell 4810001911

distance 0.199 · cross-district

#12 · Dharashivcell 4880001012

distance 0.2 · cross-district

#13 · Beedcell 4700007347

distance 0.201

#14 · Chhatrapati Sambhajinagarcell 4690000149

distance 0.203 · cross-district

#15 · Beedcell 4700007064

distance 0.205

#16 · Parbhanicell 4890003002

distance 0.207 · cross-district

#17 · Beedcell 4700000926

distance 0.209

#18 · Dharashivcell 4880004824

distance 0.212 · 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":4700007253}}}'

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.