Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007390

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007214

distance 0.171

#2 · Ahmednagarcell 4660007121

distance 0.18 · cross-district

#3 · Ahmednagarcell 4660006560

distance 0.19 · cross-district

#4 · Beedcell 4700007659

distance 0.193

#5 · Ahmednagarcell 4660007266

distance 0.198 · cross-district

#6 · Beedcell 4700008614

distance 0.203

#7 · Ahmednagarcell 4660005994

distance 0.205 · cross-district

#8 · Ahmednagarcell 4660008285

distance 0.209 · cross-district

#9 · Beedcell 4700008431

distance 0.21

#10 · Ahmednagarcell 4660006555

distance 0.211 · cross-district

#11 · Dharashivcell 4880006040

distance 0.213 · cross-district

#12 · Ahmednagarcell 4660005878

distance 0.216 · cross-district

#13 · Beedcell 4700008423

distance 0.216

#14 · Ahmednagarcell 4660006839

distance 0.216 · cross-district

#15 · Beedcell 4700007865

distance 0.217

#16 · Beedcell 4700007745

distance 0.219

#17 · Solapurcell 4960001459

distance 0.22 · cross-district

#18 · Ahmednagarcell 4660007420

distance 0.221 · 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":4700007390}}}'

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.