Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002327

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.378

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012407

distance 0.378 · cross-district

#2 · Dharashivcell 4880003743

distance 0.389 · cross-district

#3 · Ahmednagarcell 4660002597

distance 0.415 · cross-district

#4 · Sanglicell 4930000721

distance 0.428 · cross-district

#5 · Nandedcell 4850003512

distance 0.447 · cross-district

#6 · Ahmednagarcell 4660006196

distance 0.454 · cross-district

#7 · Sanglicell 4930003382

distance 0.463 · cross-district

#8 · Dharashivcell 4880005737

distance 0.465 · cross-district

#9 · Sataracell 4940001492

distance 0.478 · cross-district

#10 · Amravaticell 4680001179

distance 0.478 · cross-district

#11 · Washimcell 4990002376

distance 0.479 · cross-district

#12 · Ahmednagarcell 4660007862

distance 0.48 · cross-district

#13 · Sataracell 4940003171

distance 0.482 · cross-district

#14 · Sanglicell 4930002369

distance 0.487 · cross-district

#15 · Kolhapurcell 4800003943

distance 0.488 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003568

distance 0.489 · cross-district

#17 · Kolhapurcell 4800005833

distance 0.492 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004949

distance 0.5 · 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":4700002327}}}'

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.