Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000293

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000955

distance 0.113 · cross-district

#2 · Solapurcell 4960004933

distance 0.117 · cross-district

#3 · Solapurcell 4960005948

distance 0.12 · cross-district

#4 · Solapurcell 4960004635

distance 0.126 · cross-district

#5 · Dharashivcell 4880000294

distance 0.129 · cross-district

#6 · Beedcell 4700001431

distance 0.131

#7 · Laturcell 4810002213

distance 0.131 · cross-district

#8 · Dharashivcell 4880000182

distance 0.131 · cross-district

#9 · Dharashivcell 4880000075

distance 0.133 · cross-district

#10 · Hingolicell 4770003756

distance 0.133 · cross-district

#11 · Beedcell 4700000547

distance 0.134

#12 · Beedcell 4700001284

distance 0.135

#13 · Laturcell 4810002120

distance 0.137 · cross-district

#14 · Buldhanacell 4720000129

distance 0.137 · cross-district

#15 · Washimcell 4990003295

distance 0.137 · cross-district

#16 · Beedcell 4700001006

distance 0.139

#17 · Amravaticell 4680001849

distance 0.14 · cross-district

#18 · Hingolicell 4770003949

distance 0.14 · 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":4700000293}}}'

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.