Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006320

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008580

distance 0.257

#2 · Washimcell 4990003054

distance 0.324 · cross-district

#3 · Amravaticell 4680002289

distance 0.326 · cross-district

#4 · Ahmednagarcell 4660008785

distance 0.327 · cross-district

#5 · Beedcell 4700008483

distance 0.333

#6 · Washimcell 4990001960

distance 0.344 · cross-district

#7 · Ahmednagarcell 4660007404

distance 0.345 · cross-district

#8 · Beedcell 4700007966

distance 0.349

#9 · Nandedcell 4850008900

distance 0.357 · cross-district

#10 · Nandedcell 4850008887

distance 0.358 · cross-district

#11 · Amravaticell 4680002211

distance 0.359 · cross-district

#12 · Chandrapurcell 4730002927

distance 0.36 · cross-district

#13 · Nandedcell 4850001046

distance 0.362 · cross-district

#14 · Washimcell 4990002353

distance 0.362 · cross-district

#15 · Dharashivcell 4880001403

distance 0.364 · cross-district

#16 · Beedcell 4700008416

distance 0.364

#17 · Jalnacell 4790002152

distance 0.368 · cross-district

#18 · Beedcell 4700007351

distance 0.368

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":4700006320}}}'

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.