Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001233

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003155

distance 0.159

#2 · Ahmednagarcell 4660002298

distance 0.163 · cross-district

#3 · Ahmednagarcell 4660002296

distance 0.163 · cross-district

#4 · Ahmednagarcell 4660001582

distance 0.168 · cross-district

#5 · Beedcell 4700002826

distance 0.176

#6 · Dharashivcell 4880003525

distance 0.179 · cross-district

#7 · Beedcell 4700000725

distance 0.179

#8 · Ahmednagarcell 4660002195

distance 0.182 · cross-district

#9 · Beedcell 4700006643

distance 0.182

#10 · Ahmednagarcell 4660001807

distance 0.182 · cross-district

#11 · Ahmednagarcell 4660001689

distance 0.184 · cross-district

#12 · Ahmednagarcell 4660001790

distance 0.184 · cross-district

#13 · Ahmednagarcell 4660002105

distance 0.185 · cross-district

#14 · Solapurcell 4960012572

distance 0.188 · cross-district

#15 · Ahmednagarcell 4660001908

distance 0.188 · cross-district

#16 · Beedcell 4700000841

distance 0.189

#17 · Solapurcell 4960012657

distance 0.189 · cross-district

#18 · Solapurcell 4960012651

distance 0.191 · 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":4700001233}}}'

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.