Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007413

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007507

distance 0.098

#2 · Nandedcell 4850004251

distance 0.154 · cross-district

#3 · Beedcell 4700008637

distance 0.154

#4 · Ahmednagarcell 4660007563

distance 0.159 · cross-district

#5 · Ahmednagarcell 4660008015

distance 0.161 · cross-district

#6 · Beedcell 4700007847

distance 0.162

#7 · Ahmednagarcell 4660007555

distance 0.163 · cross-district

#8 · Laturcell 4810000393

distance 0.164 · cross-district

#9 · Dharashivcell 4880003516

distance 0.167 · cross-district

#10 · Dharashivcell 4880003187

distance 0.173 · cross-district

#11 · Ahmednagarcell 4660008009

distance 0.176 · cross-district

#12 · Sanglicell 4930000878

distance 0.176 · cross-district

#13 · Sanglicell 4930000763

distance 0.177 · cross-district

#14 · Dharashivcell 4880002817

distance 0.178 · cross-district

#15 · Beedcell 4700004640

distance 0.178

#16 · Beedcell 4700008701

distance 0.182

#17 · Sanglicell 4930002269

distance 0.183 · cross-district

#18 · Beedcell 4700008344

distance 0.183

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":4700007413}}}'

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.