Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001627

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

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003325

distance 0.23 · cross-district

#2 · Beedcell 4700002593

distance 0.263

#3 · Laturcell 4810003828

distance 0.269 · cross-district

#4 · Nandedcell 4850000551

distance 0.272 · cross-district

#5 · Dharashivcell 4880000866

distance 0.276 · cross-district

#6 · Washimcell 4990001610

distance 0.28 · cross-district

#7 · Sanglicell 4930006291

distance 0.286 · cross-district

#8 · Amravaticell 4680001616

distance 0.286 · cross-district

#9 · Beedcell 4700003243

distance 0.286

#10 · Solapurcell 4960010403

distance 0.288 · cross-district

#11 · Sanglicell 4930004275

distance 0.289 · cross-district

#12 · Washimcell 4990000302

distance 0.292 · cross-district

#13 · Laturcell 4810003426

distance 0.293 · cross-district

#14 · Beedcell 4700004084

distance 0.294

#15 · Solapurcell 4960000065

distance 0.295 · cross-district

#16 · Buldhanacell 4720005685

distance 0.296 · cross-district

#17 · Beedcell 4700003280

distance 0.296

#18 · Beedcell 4700004782

distance 0.297

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":4700001627}}}'

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.