Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006961

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

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000243

distance 0.221

#2 · Sanglicell 4930002062

distance 0.254 · cross-district

#3 · Beedcell 4700007587

distance 0.259

#4 · Beedcell 4700007822

distance 0.274

#5 · Laturcell 4810001913

distance 0.289 · cross-district

#6 · Solapurcell 4960010891

distance 0.294 · cross-district

#7 · Nandedcell 4850004536

distance 0.297 · cross-district

#8 · Sanglicell 4930000259

distance 0.298 · cross-district

#9 · Laturcell 4810000357

distance 0.3 · cross-district

#10 · Jalnacell 4790004052

distance 0.3 · cross-district

#11 · Dharashivcell 4880001412

distance 0.302 · cross-district

#12 · Solapurcell 4960001805

distance 0.302 · cross-district

#13 · Nandedcell 4850004599

distance 0.318 · cross-district

#14 · Kolhapurcell 4800004600

distance 0.319 · cross-district

#15 · Beedcell 4700004313

distance 0.32

#16 · Dharashivcell 4880002034

distance 0.322 · cross-district

#17 · Parbhanicell 4890002674

distance 0.328 · cross-district

#18 · Laturcell 4810003050

distance 0.329 · 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":4700006961}}}'

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.