Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007204

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007781

distance 0.166

#2 · Beedcell 4700007865

distance 0.167

#3 · Beedcell 4700008614

distance 0.175

#4 · Beedcell 4700008845

distance 0.178

#5 · Beedcell 4700007392

distance 0.184

#6 · Ahmednagarcell 4660008791

distance 0.186 · cross-district

#7 · Dharashivcell 4880005647

distance 0.186 · cross-district

#8 · Beedcell 4700007859

distance 0.188

#9 · Ahmednagarcell 4660006840

distance 0.189 · cross-district

#10 · Ahmednagarcell 4660008314

distance 0.192 · cross-district

#11 · Ahmednagarcell 4660006222

distance 0.192 · cross-district

#12 · Dharashivcell 4880005349

distance 0.196 · cross-district

#13 · Ahmednagarcell 4660002774

distance 0.196 · cross-district

#14 · Solapurcell 4960000748

distance 0.196 · cross-district

#15 · Ahmednagarcell 4660002309

distance 0.197 · cross-district

#16 · Ahmednagarcell 4660008800

distance 0.197 · cross-district

#17 · Ahmednagarcell 4660007719

distance 0.2 · cross-district

#18 · Dharashivcell 4880005423

distance 0.203 · 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":4700007204}}}'

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.