Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005509

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004800

distance 0.147 · cross-district

#2 · Ahmednagarcell 4660004626

distance 0.151 · cross-district

#3 · Beedcell 4700005650

distance 0.172

#4 · Beedcell 4700003921

distance 0.174

#5 · Ahmednagarcell 4660004883

distance 0.175 · cross-district

#6 · Beedcell 4700005936

distance 0.175

#7 · Ahmednagarcell 4660003472

distance 0.176 · cross-district

#8 · Ahmednagarcell 4660004539

distance 0.177 · cross-district

#9 · Beedcell 4700006065

distance 0.179

#10 · Beedcell 4700006888

distance 0.18

#11 · Ahmednagarcell 4660002663

distance 0.182 · cross-district

#12 · Beedcell 4700006082

distance 0.184

#13 · Ahmednagarcell 4660004796

distance 0.185 · cross-district

#14 · Punecell 4900004999

distance 0.186 · cross-district

#15 · Kolhapurcell 4800002443

distance 0.187 · cross-district

#16 · Buldhanacell 4720002932

distance 0.189 · cross-district

#17 · Kolhapurcell 4800002495

distance 0.191 · cross-district

#18 · Beedcell 4700004967

distance 0.191

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":4700005509}}}'

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.