Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002317

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

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006192

distance 0.179 · cross-district

#2 · Beedcell 4700001238

distance 0.184

#3 · Beedcell 4700001379

distance 0.184

#4 · Beedcell 4700006383

distance 0.194

#5 · Ahmednagarcell 4660002498

distance 0.194 · cross-district

#6 · Beedcell 4700005819

distance 0.203

#7 · Sanglicell 4930001776

distance 0.203 · cross-district

#8 · Ahmednagarcell 4660001199

distance 0.205 · cross-district

#9 · Beedcell 4700004914

distance 0.205

#10 · Dharashivcell 4880005080

distance 0.207 · cross-district

#11 · Beedcell 4700006090

distance 0.208

#12 · Beedcell 4700006650

distance 0.209

#13 · Beedcell 4700001825

distance 0.209

#14 · Beedcell 4700005824

distance 0.21

#15 · Beedcell 4700006106

distance 0.211

#16 · Beedcell 4700005389

distance 0.212

#17 · Beedcell 4700007861

distance 0.213

#18 · Beedcell 4700006644

distance 0.213

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":4700002317}}}'

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.