Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007333

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001651

distance 0.133 · cross-district

#2 · Beedcell 4700005673

distance 0.155

#3 · Beedcell 4700006718

distance 0.161

#4 · Beedcell 4700007512

distance 0.163

#5 · Beedcell 4700007786

distance 0.165

#6 · Parbhanicell 4890004042

distance 0.167 · cross-district

#7 · Sanglicell 4930005503

distance 0.168 · cross-district

#8 · Beedcell 4700007807

distance 0.171

#9 · Dharashivcell 4880002383

distance 0.175 · cross-district

#10 · Laturcell 4810001545

distance 0.177 · cross-district

#11 · Beedcell 4700005897

distance 0.177

#12 · Parbhanicell 4890000440

distance 0.178 · cross-district

#13 · Sanglicell 4930004767

distance 0.18 · cross-district

#14 · Beedcell 4700007334

distance 0.181

#15 · Beedcell 4700007335

distance 0.182

#16 · Laturcell 4810001466

distance 0.183 · cross-district

#17 · Beedcell 4700006544

distance 0.183

#18 · Laturcell 4810001153

distance 0.184 · 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":4700007333}}}'

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.