Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002932

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003105

distance 0.197

#2 · Beedcell 4700004962

distance 0.225

#3 · Washimcell 4990003740

distance 0.271 · cross-district

#4 · Sanglicell 4930003933

distance 0.281 · cross-district

#5 · Nandedcell 4850000910

distance 0.293 · cross-district

#6 · Nandedcell 4850001882

distance 0.296 · cross-district

#7 · Dharashivcell 4880002620

distance 0.299 · cross-district

#8 · Beedcell 4700005916

distance 0.301

#9 · Jalnacell 4790004239

distance 0.309 · cross-district

#10 · Washimcell 4990002342

distance 0.314 · cross-district

#11 · Nandedcell 4850002049

distance 0.318 · cross-district

#12 · Buldhanacell 4720000914

distance 0.324 · cross-district

#13 · Beedcell 4700005860

distance 0.325

#14 · Gadchirolicell 4750010270

distance 0.328 · cross-district

#15 · Washimcell 4990001010

distance 0.332 · cross-district

#16 · Beedcell 4700005103

distance 0.333

#17 · Chhatrapati Sambhajinagarcell 4690004068

distance 0.334 · cross-district

#18 · Sanglicell 4930002597

distance 0.337 · 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":4700002932}}}'

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.