Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001809

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

0.057

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002845

distance 0.057 · cross-district

#2 · Beedcell 4700001510

distance 0.06

#3 · Ahmednagarcell 4660003065

distance 0.066 · cross-district

#4 · Beedcell 4700001093

distance 0.083

#5 · Ahmednagarcell 4660002291

distance 0.088 · cross-district

#6 · Ahmednagarcell 4660001882

distance 0.094 · cross-district

#7 · Ahmednagarcell 4660001879

distance 0.094 · cross-district

#8 · Beedcell 4700001511

distance 0.101

#9 · Ahmednagarcell 4660000211

distance 0.113 · cross-district

#10 · Beedcell 4700002616

distance 0.12

#11 · Beedcell 4700002451

distance 0.124

#12 · Punecell 4900002349

distance 0.131 · cross-district

#13 · Ahmednagarcell 4660000687

distance 0.131 · cross-district

#14 · Solapurcell 4960012128

distance 0.133 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002226

distance 0.133 · cross-district

#16 · Beedcell 4700001660

distance 0.134

#17 · Punecell 4900001214

distance 0.134 · cross-district

#18 · Beedcell 4700002452

distance 0.135

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":4700001809}}}'

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.