Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004036

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004046

distance 0.216

#2 · Beedcell 4700004739

distance 0.231

#3 · Akolacell 4670000065

distance 0.247 · cross-district

#4 · Sataracell 4940001743

distance 0.251 · cross-district

#5 · Beedcell 4700005071

distance 0.252

#6 · Beedcell 4700003597

distance 0.253

#7 · Sataracell 4940003275

distance 0.26 · cross-district

#8 · Sataracell 4940001833

distance 0.264 · cross-district

#9 · Beedcell 4700003722

distance 0.267

#10 · Beedcell 4700003902

distance 0.268

#11 · Sataracell 4940001640

distance 0.272 · cross-district

#12 · Beedcell 4700003727

distance 0.272

#13 · Beedcell 4700004073

distance 0.282

#14 · Sataracell 4940000306

distance 0.285 · cross-district

#15 · Beedcell 4700004736

distance 0.288

#16 · Sataracell 4940001645

distance 0.288 · cross-district

#17 · Beedcell 4700002901

distance 0.289

#18 · Sataracell 4940001470

distance 0.29 · 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":4700004036}}}'

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.