Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008210

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007927

distance 0.182

#2 · Jalnacell 4790000005

distance 0.186 · cross-district

#3 · Beedcell 4700007280

distance 0.189

#4 · Parbhanicell 4890000675

distance 0.198 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000519

distance 0.205 · cross-district

#6 · Beedcell 4700008021

distance 0.208

#7 · Nandedcell 4850008701

distance 0.208 · cross-district

#8 · Parbhanicell 4890001816

distance 0.209 · cross-district

#9 · Dharashivcell 4880006438

distance 0.213 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690005054

distance 0.219 · cross-district

#11 · Beedcell 4700008375

distance 0.221

#12 · Hingolicell 4770003974

distance 0.224 · cross-district

#13 · Parbhanicell 4890001271

distance 0.225 · cross-district

#14 · Beedcell 4700008209

distance 0.226

#15 · Dharashivcell 4880006401

distance 0.226 · cross-district

#16 · Washimcell 4990001841

distance 0.228 · cross-district

#17 · Yavatmalcell 5000001739

distance 0.231 · cross-district

#18 · Parbhanicell 4890002728

distance 0.231 · 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":4700008210}}}'

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.