Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004417

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007034

distance 0.126

#2 · Chhatrapati Sambhajinagarcell 4690003038

distance 0.151 · cross-district

#3 · Beedcell 4700006101

distance 0.161

#4 · Chhatrapati Sambhajinagarcell 4690004697

distance 0.162 · cross-district

#5 · Ahmednagarcell 4660001095

distance 0.164 · cross-district

#6 · Ahmednagarcell 4660003693

distance 0.167 · cross-district

#7 · Ahmednagarcell 4660001208

distance 0.167 · cross-district

#8 · Sanglicell 4930001192

distance 0.168 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004964

distance 0.169 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002133

distance 0.175 · cross-district

#11 · Sanglicell 4930000571

distance 0.175 · cross-district

#12 · Ahmednagarcell 4660005449

distance 0.176 · cross-district

#13 · Ahmednagarcell 4660000383

distance 0.176 · cross-district

#14 · Beedcell 4700004577

distance 0.178

#15 · Beedcell 4700000551

distance 0.178

#16 · Beedcell 4700002965

distance 0.178

#17 · Dharashivcell 4880006433

distance 0.18 · cross-district

#18 · Beedcell 4700006511

distance 0.182

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":4700004417}}}'

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.