Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005053

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004799

distance 0.132 · cross-district

#2 · Beedcell 4700005218

distance 0.146

#3 · Beedcell 4700005045

distance 0.148

#4 · Kolhapurcell 4800002066

distance 0.151 · cross-district

#5 · Beedcell 4700005202

distance 0.152

#6 · Beedcell 4700006631

distance 0.159

#7 · Ahmednagarcell 4660003179

distance 0.164 · cross-district

#8 · Washimcell 4990000193

distance 0.167 · cross-district

#9 · Beedcell 4700004881

distance 0.169

#10 · Ahmednagarcell 4660002337

distance 0.17 · cross-district

#11 · Beedcell 4700004892

distance 0.17

#12 · Beedcell 4700005657

distance 0.171

#13 · Beedcell 4700004546

distance 0.173

#14 · Beedcell 4700005929

distance 0.173

#15 · Ahmednagarcell 4660002953

distance 0.174 · cross-district

#16 · Ahmednagarcell 4660002542

distance 0.175 · cross-district

#17 · Solapurcell 4960008817

distance 0.176 · cross-district

#18 · Beedcell 4700003837

distance 0.176

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":4700005053}}}'

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.