Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006504

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004850

distance 0.229 · cross-district

#2 · Ahmednagarcell 4660005330

distance 0.251 · cross-district

#3 · Sanglicell 4930003052

distance 0.251 · cross-district

#4 · Solapurcell 4960000641

distance 0.259 · cross-district

#5 · Sanglicell 4930001876

distance 0.259 · cross-district

#6 · Kolhapurcell 4800004945

distance 0.269 · cross-district

#7 · Beedcell 4700004423

distance 0.274

#8 · Ahmednagarcell 4660008958

distance 0.274 · cross-district

#9 · Beedcell 4700007014

distance 0.276

#10 · Beedcell 4700006244

distance 0.276

#11 · Beedcell 4700004380

distance 0.283

#12 · Beedcell 4700003063

distance 0.283

#13 · Solapurcell 4960012389

distance 0.285 · cross-district

#14 · Beedcell 4700001154

distance 0.285

#15 · Beedcell 4700005394

distance 0.289

#16 · Sanglicell 4930000066

distance 0.292 · cross-district

#17 · Punecell 4900001902

distance 0.295 · cross-district

#18 · Parbhanicell 4890000014

distance 0.296 · 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":4700006504}}}'

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.