Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002812

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002689

distance 0.182 · cross-district

#2 · Beedcell 4700003164

distance 0.193

#3 · Ahmednagarcell 4660001990

distance 0.201 · cross-district

#4 · Ahmednagarcell 4660007237

distance 0.204 · cross-district

#5 · Ahmednagarcell 4660001487

distance 0.204 · cross-district

#6 · Beedcell 4700002640

distance 0.21

#7 · Dharashivcell 4880005983

distance 0.214 · cross-district

#8 · Ahmednagarcell 4660006691

distance 0.22 · cross-district

#9 · Dharashivcell 4880003759

distance 0.226 · cross-district

#10 · Ahmednagarcell 4660002509

distance 0.235 · cross-district

#11 · Beedcell 4700001523

distance 0.237

#12 · Sanglicell 4930000759

distance 0.238 · cross-district

#13 · Dharashivcell 4880002420

distance 0.239 · cross-district

#14 · Beedcell 4700001098

distance 0.239

#15 · Ahmednagarcell 4660007246

distance 0.239 · cross-district

#16 · Washimcell 4990001372

distance 0.24 · cross-district

#17 · Dharashivcell 4880003250

distance 0.241 · cross-district

#18 · Dharashivcell 4880006440

distance 0.241 · 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":4700002812}}}'

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.