Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002821

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002814

distance 0.136

#2 · Beedcell 4700003709

distance 0.171

#3 · Beedcell 4700004389

distance 0.179

#4 · Beedcell 4700004907

distance 0.18

#5 · Beedcell 4700005666

distance 0.183

#6 · Beedcell 4700003335

distance 0.19

#7 · Beedcell 4700003689

distance 0.194

#8 · Beedcell 4700003705

distance 0.196

#9 · Beedcell 4700005661

distance 0.201

#10 · Beedcell 4700003535

distance 0.206

#11 · Beedcell 4700007667

distance 0.206

#12 · Solapurcell 4960012385

distance 0.206 · cross-district

#13 · Solapurcell 4960012434

distance 0.207 · cross-district

#14 · Dharashivcell 4880004787

distance 0.207 · cross-district

#15 · Beedcell 4700003695

distance 0.211

#16 · Beedcell 4700004557

distance 0.212

#17 · Beedcell 4700008144

distance 0.213

#18 · Dharashivcell 4880005511

distance 0.213 · 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":4700002821}}}'

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.