Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008233

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 8 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 4700008155

distance 0.166

#2 · Chhatrapati Sambhajinagarcell 4690007659

distance 0.169 · cross-district

#3 · Beedcell 4700008066

distance 0.178

#4 · Ahmednagarcell 4660007408

distance 0.178 · cross-district

#5 · Buldhanacell 4720003119

distance 0.199 · cross-district

#6 · Solapurcell 4960000374

distance 0.203 · cross-district

#7 · Jalnacell 4790000563

distance 0.206 · cross-district

#8 · Sanglicell 4930005510

distance 0.21 · cross-district

#9 · Sanglicell 4930005400

distance 0.21 · cross-district

#10 · Beedcell 4700008340

distance 0.21

#11 · Beedcell 4700001766

distance 0.212

#12 · Beedcell 4700008140

distance 0.214

#13 · Ahmednagarcell 4660001811

distance 0.214 · cross-district

#14 · Beedcell 4700000992

distance 0.215

#15 · Beedcell 4700007759

distance 0.216

#16 · Beedcell 4700007597

distance 0.216

#17 · Washimcell 4990001740

distance 0.217 · cross-district

#18 · Sanglicell 4930002601

distance 0.217 · 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":4700008233}}}'

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.