Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003463

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003804

distance 0.243

#2 · Yavatmalcell 5000002447

distance 0.243 · cross-district

#3 · Beedcell 4700003635

distance 0.247

#4 · Beedcell 4700002601

distance 0.251

#5 · Kolhapurcell 4800005114

distance 0.259 · cross-district

#6 · Beedcell 4700002943

distance 0.26

#7 · Dharashivcell 4880004457

distance 0.265 · cross-district

#8 · Ahmednagarcell 4660013035

distance 0.266 · cross-district

#9 · Beedcell 4700002771

distance 0.268

#10 · Jalgaoncell 4780009004

distance 0.272 · cross-district

#11 · Beedcell 4700003637

distance 0.273

#12 · Kolhapurcell 4800005288

distance 0.273 · cross-district

#13 · Wardhacell 4980000810

distance 0.277 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690006286

distance 0.278 · cross-district

#15 · Beedcell 4700003800

distance 0.278

#16 · Chandrapurcell 4730000757

distance 0.278 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690006874

distance 0.278 · cross-district

#18 · Kolhapurcell 4800005773

distance 0.279 · 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":4700003463}}}'

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.