Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004531

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.062

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004357

distance 0.062

#2 · Beedcell 4700003664

distance 0.069

#3 · Beedcell 4700004188

distance 0.092

#4 · Hingolicell 4770003739

distance 0.109 · cross-district

#5 · Beedcell 4700005355

distance 0.115

#6 · Hingolicell 4770003743

distance 0.117 · cross-district

#7 · Hingolicell 4770003639

distance 0.117 · cross-district

#8 · Washimcell 4990000127

distance 0.118 · cross-district

#9 · Beedcell 4700005200

distance 0.118

#10 · Dharashivcell 4880003866

distance 0.12 · cross-district

#11 · Beedcell 4700004182

distance 0.12

#12 · Beedcell 4700004185

distance 0.12

#13 · Beedcell 4700004704

distance 0.122

#14 · Washimcell 4990000234

distance 0.122 · cross-district

#15 · Washimcell 4990000644

distance 0.129 · cross-district

#16 · Beedcell 4700004530

distance 0.13

#17 · Solapurcell 4960000418

distance 0.131 · cross-district

#18 · Hingolicell 4770003694

distance 0.132 · 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":4700004531}}}'

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.