Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002436

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002268

distance 0.179

#2 · Beedcell 4700003980

distance 0.218

#3 · Jalgaoncell 4780010086

distance 0.223 · cross-district

#4 · Beedcell 4700002775

distance 0.23

#5 · Jalgaoncell 4780000098

distance 0.231 · cross-district

#6 · Jalgaoncell 4780010080

distance 0.237 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690006723

distance 0.24 · cross-district

#8 · Nagpurcell 4840007089

distance 0.245 · cross-district

#9 · Jalgaoncell 4780000113

distance 0.254 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006573

distance 0.255 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690006214

distance 0.255 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004420

distance 0.256 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690006352

distance 0.256 · cross-district

#14 · Akolacell 4670004636

distance 0.259 · cross-district

#15 · Beedcell 4700002605

distance 0.259

#16 · Beedcell 4700002774

distance 0.259

#17 · Jalgaoncell 4780000101

distance 0.261 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690006277

distance 0.261 · 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":4700002436}}}'

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.