Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001239

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001903

distance 0.125 · cross-district

#2 · Ahmednagarcell 4660002008

distance 0.137 · cross-district

#3 · Ahmednagarcell 4660001696

distance 0.142 · cross-district

#4 · Ahmednagarcell 4660002201

distance 0.153 · cross-district

#5 · Ahmednagarcell 4660006563

distance 0.156 · cross-district

#6 · Beedcell 4700002648

distance 0.158

#7 · Beedcell 4700002148

distance 0.17

#8 · Ahmednagarcell 4660007553

distance 0.173 · cross-district

#9 · Dharashivcell 4880005037

distance 0.175 · cross-district

#10 · Beedcell 4700001376

distance 0.175

#11 · Beedcell 4700001833

distance 0.175

#12 · Dharashivcell 4880003143

distance 0.175 · cross-district

#13 · Beedcell 4700005674

distance 0.177

#14 · Ahmednagarcell 4660002099

distance 0.178 · cross-district

#15 · Dharashivcell 4880004890

distance 0.18 · cross-district

#16 · Ahmednagarcell 4660008633

distance 0.183 · cross-district

#17 · Buldhanacell 4720002610

distance 0.186 · cross-district

#18 · Sanglicell 4930001311

distance 0.187 · 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":4700001239}}}'

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.