Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001584

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001430

distance 0.133

#2 · Laturcell 4810001814

distance 0.136 · cross-district

#3 · Beedcell 4700000678

distance 0.153

#4 · Laturcell 4810001896

distance 0.154 · cross-district

#5 · Laturcell 4810001293

distance 0.155 · cross-district

#6 · Ahmednagarcell 4660000915

distance 0.155 · cross-district

#7 · Beedcell 4700001596

distance 0.156

#8 · Beedcell 4700001181

distance 0.16

#9 · Dharashivcell 4880000368

distance 0.161 · cross-district

#10 · Beedcell 4700004140

distance 0.161

#11 · Beedcell 4700008445

distance 0.164

#12 · Washimcell 4990001402

distance 0.168 · cross-district

#13 · Buldhanacell 4720000216

distance 0.168 · cross-district

#14 · Laturcell 4810001398

distance 0.168 · cross-district

#15 · Laturcell 4810001005

distance 0.169 · cross-district

#16 · Beedcell 4700002342

distance 0.169

#17 · Laturcell 4810000904

distance 0.17 · cross-district

#18 · Beedcell 4700004836

distance 0.17

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":4700001584}}}'

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.