Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006584

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

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001960

distance 0.214 · cross-district

#2 · Jalnacell 4790001874

distance 0.22 · cross-district

#3 · Beedcell 4700007978

distance 0.224

#4 · Buldhanacell 4720000781

distance 0.232 · cross-district

#5 · Buldhanacell 4720001975

distance 0.234 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000151

distance 0.237 · cross-district

#7 · Sanglicell 4930002424

distance 0.238 · cross-district

#8 · Solapurcell 4960006195

distance 0.252 · cross-district

#9 · Laturcell 4810001451

distance 0.257 · cross-district

#10 · Buldhanacell 4720002393

distance 0.27 · cross-district

#11 · Laturcell 4810001220

distance 0.272 · cross-district

#12 · Parbhanicell 4890003166

distance 0.274 · cross-district

#13 · Solapurcell 4960012585

distance 0.275 · cross-district

#14 · Beedcell 4700006446

distance 0.283

#15 · Beedcell 4700007996

distance 0.283

#16 · Dharashivcell 4880004016

distance 0.296 · cross-district

#17 · Buldhanacell 4720000887

distance 0.297 · cross-district

#18 · Dharashivcell 4880004522

distance 0.298 · 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":4700006584}}}'

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.