Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004956

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004779

distance 0.124

#2 · Beedcell 4700003762

distance 0.126

#3 · Beedcell 4700003056

distance 0.144

#4 · Beedcell 4700004784

distance 0.155

#5 · Beedcell 4700005573

distance 0.171

#6 · Beedcell 4700004272

distance 0.18

#7 · Beedcell 4700004961

distance 0.182

#8 · Beedcell 4700005274

distance 0.19

#9 · Beedcell 4700004958

distance 0.19

#10 · Beedcell 4700004785

distance 0.191

#11 · Ahmednagarcell 4660005160

distance 0.2 · cross-district

#12 · Ahmednagarcell 4660004799

distance 0.204 · cross-district

#13 · Beedcell 4700004267

distance 0.207

#14 · Beedcell 4700004577

distance 0.208

#15 · Beedcell 4700004599

distance 0.208

#16 · Beedcell 4700004608

distance 0.209

#17 · Buldhanacell 4720004854

distance 0.21 · cross-district

#18 · Punecell 4900004699

distance 0.212 · 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":4700004956}}}'

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.