Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004983

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

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006173

distance 0.082

#2 · Beedcell 4700005458

distance 0.092

#3 · Beedcell 4700004474

distance 0.093

#4 · Beedcell 4700007173

distance 0.105

#5 · Laturcell 4810001626

distance 0.114 · cross-district

#6 · Beedcell 4700004642

distance 0.119

#7 · Beedcell 4700006457

distance 0.119

#8 · Beedcell 4700004993

distance 0.121

#9 · Beedcell 4700005451

distance 0.124

#10 · Beedcell 4700005151

distance 0.127

#11 · Laturcell 4810002077

distance 0.128 · cross-district

#12 · Jalnacell 4790004162

distance 0.131 · cross-district

#13 · Beedcell 4700005602

distance 0.131

#14 · Laturcell 4810001525

distance 0.132 · cross-district

#15 · Laturcell 4810001084

distance 0.133 · cross-district

#16 · Beedcell 4700004298

distance 0.134

#17 · Laturcell 4810002796

distance 0.134 · cross-district

#18 · Jalnacell 4790002623

distance 0.135 · 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":4700004983}}}'

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.