Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004354

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004530

distance 0.093

#2 · Hingolicell 4770003685

distance 0.11 · cross-district

#3 · Beedcell 4700003667

distance 0.12

#4 · Beedcell 4700004529

distance 0.122

#5 · Washimcell 4990000121

distance 0.124 · cross-district

#6 · Washimcell 4990000084

distance 0.125 · cross-district

#7 · Hingolicell 4770003786

distance 0.127 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001159

distance 0.128 · cross-district

#9 · Beedcell 4700003832

distance 0.129

#10 · Washimcell 4990000153

distance 0.13 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001160

distance 0.131 · cross-district

#12 · Hingolicell 4770003630

distance 0.133 · cross-district

#13 · Washimcell 4990000446

distance 0.133 · cross-district

#14 · Hingolicell 4770003691

distance 0.133 · cross-district

#15 · Hingolicell 4770003785

distance 0.134 · cross-district

#16 · Beedcell 4700005347

distance 0.136

#17 · Hingolicell 4770003738

distance 0.137 · cross-district

#18 · Washimcell 4990000046

distance 0.137 · 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":4700004354}}}'

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.