Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007410

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007780

distance 0.181

#2 · Beedcell 4700008626

distance 0.184

#3 · Ahmednagarcell 4660008018

distance 0.187 · cross-district

#4 · Beedcell 4700008844

distance 0.192

#5 · Beedcell 4700008840

distance 0.199

#6 · Ahmednagarcell 4660006116

distance 0.199 · cross-district

#7 · Washimcell 4990001553

distance 0.201 · cross-district

#8 · Sanglicell 4930000873

distance 0.203 · cross-district

#9 · Beedcell 4700007677

distance 0.203

#10 · Washimcell 4990001927

distance 0.204 · cross-district

#11 · Nandedcell 4850002578

distance 0.208 · cross-district

#12 · Ahmednagarcell 4660008006

distance 0.21 · cross-district

#13 · Parbhanicell 4890003348

distance 0.211 · cross-district

#14 · Ahmednagarcell 4660000693

distance 0.212 · cross-district

#15 · Ahmednagarcell 4660008316

distance 0.213 · cross-district

#16 · Sanglicell 4930001596

distance 0.214 · cross-district

#17 · Sanglicell 4930003298

distance 0.215 · cross-district

#18 · Jalnacell 4790002047

distance 0.216 · 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":4700007410}}}'

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.