Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002569

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

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001162

distance 0.089

#2 · Beedcell 4700001757

distance 0.113

#3 · Beedcell 4700001169

distance 0.114

#4 · Beedcell 4700001738

distance 0.116

#5 · Beedcell 4700000579

distance 0.117

#6 · Beedcell 4700000374

distance 0.12

#7 · Beedcell 4700001317

distance 0.121

#8 · Laturcell 4810001460

distance 0.122 · cross-district

#9 · Beedcell 4700000574

distance 0.127

#10 · Beedcell 4700002708

distance 0.13

#11 · Laturcell 4810002162

distance 0.132 · cross-district

#12 · Beedcell 4700008349

distance 0.132

#13 · Laturcell 4810001161

distance 0.135 · cross-district

#14 · Beedcell 4700000790

distance 0.137

#15 · Beedcell 4700002916

distance 0.138

#16 · Beedcell 4700002371

distance 0.139

#17 · Jalnacell 4790003831

distance 0.14 · cross-district

#18 · Beedcell 4700002379

distance 0.141

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":4700002569}}}'

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.