Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002163

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002000

distance 0.168

#2 · Beedcell 4700002486

distance 0.185

#3 · Dharashivcell 4880004497

distance 0.188 · cross-district

#4 · Beedcell 4700002165

distance 0.198

#5 · Beedcell 4700002329

distance 0.199

#6 · Ahmednagarcell 4660001919

distance 0.2 · cross-district

#7 · Ahmednagarcell 4660002212

distance 0.202 · cross-district

#8 · Beedcell 4700003009

distance 0.21

#9 · Ahmednagarcell 4660001710

distance 0.215 · cross-district

#10 · Dharashivcell 4880005436

distance 0.22 · cross-district

#11 · Dharashivcell 4880006047

distance 0.221 · cross-district

#12 · Beedcell 4700002832

distance 0.224

#13 · Dharashivcell 4880005157

distance 0.229 · cross-district

#14 · Dharashivcell 4880004408

distance 0.23 · cross-district

#15 · Beedcell 4700002320

distance 0.234

#16 · Dharashivcell 4880004404

distance 0.234 · cross-district

#17 · Ahmednagarcell 4660002316

distance 0.237 · cross-district

#18 · Beedcell 4700007382

distance 0.237

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":4700002163}}}'

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.