Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002339

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002174

distance 0.115

#2 · Beedcell 4700001854

distance 0.151

#3 · Dharashivcell 4880004576

distance 0.159 · cross-district

#4 · Ahmednagarcell 4660002515

distance 0.163 · cross-district

#5 · Beedcell 4700001388

distance 0.163

#6 · Beedcell 4700002338

distance 0.166

#7 · Beedcell 4700001394

distance 0.167

#8 · Beedcell 4700002851

distance 0.167

#9 · Beedcell 4700002173

distance 0.18

#10 · Beedcell 4700002678

distance 0.18

#11 · Beedcell 4700001700

distance 0.181

#12 · Beedcell 4700001103

distance 0.189

#13 · Ahmednagarcell 4660002325

distance 0.189 · cross-district

#14 · Dharashivcell 4880004316

distance 0.19 · cross-district

#15 · Dharashivcell 4880004315

distance 0.193 · cross-district

#16 · Ahmednagarcell 4660003069

distance 0.196 · cross-district

#17 · Ahmednagarcell 4660002606

distance 0.197 · cross-district

#18 · Ahmednagarcell 4660002999

distance 0.198 · 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":4700002339}}}'

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.