Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008254

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008873

distance 0.064

#2 · Beedcell 4700007786

distance 0.119

#3 · Beedcell 4700008796

distance 0.119

#4 · Washimcell 4990001922

distance 0.124 · cross-district

#5 · Beedcell 4700008150

distance 0.127

#6 · Beedcell 4700008963

distance 0.128

#7 · Washimcell 4990001923

distance 0.129 · cross-district

#8 · Beedcell 4700007594

distance 0.13

#9 · Beedcell 4700007319

distance 0.131

#10 · Beedcell 4700007668

distance 0.131

#11 · Beedcell 4700007788

distance 0.135

#12 · Beedcell 4700008159

distance 0.136

#13 · Washimcell 4990001833

distance 0.136 · cross-district

#14 · Beedcell 4700007883

distance 0.136

#15 · Beedcell 4700004985

distance 0.137

#16 · Buldhanacell 4720001587

distance 0.138 · cross-district

#17 · Beedcell 4700008578

distance 0.139

#18 · Beedcell 4700007596

distance 0.14

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":4700008254}}}'

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.