Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001960

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004639

distance 0.171

#2 · Nandedcell 4850002902

distance 0.173 · cross-district

#3 · Parbhanicell 4890000261

distance 0.18 · cross-district

#4 · Nandedcell 4850002433

distance 0.183 · cross-district

#5 · Laturcell 4810006031

distance 0.195 · cross-district

#6 · Sanglicell 4930005610

distance 0.198 · cross-district

#7 · Laturcell 4810001268

distance 0.198 · cross-district

#8 · Laturcell 4810001106

distance 0.201 · cross-district

#9 · Dharashivcell 4880002820

distance 0.201 · cross-district

#10 · Beedcell 4700008064

distance 0.203

#11 · Nandedcell 4850001689

distance 0.204 · cross-district

#12 · Nandedcell 4850001482

distance 0.205 · cross-district

#13 · Parbhanicell 4890000290

distance 0.206 · cross-district

#14 · Nandedcell 4850002698

distance 0.207 · cross-district

#15 · Laturcell 4810006165

distance 0.207 · cross-district

#16 · Beedcell 4700008252

distance 0.209

#17 · Beedcell 4700007850

distance 0.211

#18 · Nandedcell 4850003087

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":4700001960}}}'

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.