Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001394

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001700

distance 0.107

#2 · Beedcell 4700002678

distance 0.114

#3 · Beedcell 4700002173

distance 0.145

#4 · Ahmednagarcell 4660002606

distance 0.154 · cross-district

#5 · Beedcell 4700002339

distance 0.167

#6 · Ahmednagarcell 4660002015

distance 0.174 · cross-district

#7 · Dharashivcell 4880006187

distance 0.178 · cross-district

#8 · Beedcell 4700001388

distance 0.178

#9 · Ahmednagarcell 4660002515

distance 0.186 · cross-district

#10 · Ahmednagarcell 4660002318

distance 0.186 · cross-district

#11 · Dharashivcell 4880004576

distance 0.186 · cross-district

#12 · Ahmednagarcell 4660002932

distance 0.198 · cross-district

#13 · Beedcell 4700002498

distance 0.198

#14 · Beedcell 4700001854

distance 0.199

#15 · Beedcell 4700001549

distance 0.202

#16 · Ahmednagarcell 4660002327

distance 0.204 · cross-district

#17 · Beedcell 4700002501

distance 0.205

#18 · Beedcell 4700001982

distance 0.208

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":4700001394}}}'

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.