Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001513

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

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002393

distance 0.074 · cross-district

#2 · Ahmednagarcell 4660002392

distance 0.084 · cross-district

#3 · Beedcell 4700001225

distance 0.085

#4 · Ahmednagarcell 4660002764

distance 0.107 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003475

distance 0.109 · cross-district

#6 · Beedcell 4700002126

distance 0.118

#7 · Chhatrapati Sambhajinagarcell 4690003573

distance 0.136 · cross-district

#8 · Beedcell 4700001810

distance 0.144

#9 · Punecell 4900002355

distance 0.146 · cross-district

#10 · Ahmednagarcell 4660001881

distance 0.151 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003073

distance 0.153 · cross-district

#12 · Ahmednagarcell 4660002351

distance 0.157 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003274

distance 0.159 · cross-district

#14 · Punecell 4900006181

distance 0.16 · cross-district

#15 · Punecell 4900004738

distance 0.164 · cross-district

#16 · Punecell 4900004736

distance 0.167 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001565

distance 0.167 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002120

distance 0.168 · 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":4700001513}}}'

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.