Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003932

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005362

distance 0.218

#2 · Buldhanacell 4720004693

distance 0.236 · cross-district

#3 · Washimcell 4990003343

distance 0.238 · cross-district

#4 · Solapurcell 4960000045

distance 0.243 · cross-district

#5 · Sataracell 4940000359

distance 0.244 · cross-district

#6 · Sanglicell 4930000853

distance 0.246 · cross-district

#7 · Yavatmalcell 5000004652

distance 0.247 · cross-district

#8 · Sataracell 4940001220

distance 0.252 · cross-district

#9 · Sanglicell 4930001065

distance 0.255 · cross-district

#10 · Sanglicell 4930003936

distance 0.255 · cross-district

#11 · Beedcell 4700003628

distance 0.258

#12 · Ahmednagarcell 4660002783

distance 0.26 · cross-district

#13 · Punecell 4900007508

distance 0.261 · cross-district

#14 · Yavatmalcell 5000005009

distance 0.264 · cross-district

#15 · Ahmednagarcell 4660003390

distance 0.265 · cross-district

#16 · Ahmednagarcell 4660001643

distance 0.265 · cross-district

#17 · Sanglicell 4930000483

distance 0.265 · cross-district

#18 · Solapurcell 4960000156

distance 0.266 · 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":4700003932}}}'

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.