Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006722

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

0.075

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006452

distance 0.075

#2 · Beedcell 4700006723

distance 0.109

#3 · Beedcell 4700006585

distance 0.112

#4 · Beedcell 4700005309

distance 0.136

#5 · Beedcell 4700006967

distance 0.141

#6 · Jalnacell 4790002716

distance 0.143 · cross-district

#7 · Laturcell 4810001900

distance 0.152 · cross-district

#8 · Laturcell 4810001549

distance 0.152 · cross-district

#9 · Beedcell 4700004981

distance 0.153

#10 · Jalnacell 4790002213

distance 0.153 · cross-district

#11 · Jalnacell 4790002708

distance 0.16 · cross-district

#12 · Laturcell 4810000951

distance 0.162 · cross-district

#13 · Beedcell 4700006176

distance 0.163

#14 · Parbhanicell 4890003609

distance 0.165 · cross-district

#15 · Beedcell 4700004813

distance 0.167

#16 · Laturcell 4810001018

distance 0.167 · cross-district

#17 · Beedcell 4700007076

distance 0.168

#18 · Washimcell 4990001459

distance 0.169 · 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":4700006722}}}'

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.