Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001478

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

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005518

distance 0.206 · cross-district

#2 · Parbhanicell 4890003225

distance 0.222 · cross-district

#3 · Laturcell 4810000239

distance 0.233 · cross-district

#4 · Sanglicell 4930000083

distance 0.234 · cross-district

#5 · Laturcell 4810001149

distance 0.236 · cross-district

#6 · Beedcell 4700000137

distance 0.24

#7 · Jalgaoncell 4780002970

distance 0.243 · cross-district

#8 · Solapurcell 4960001279

distance 0.243 · cross-district

#9 · Laturcell 4810001727

distance 0.248 · cross-district

#10 · Beedcell 4700003459

distance 0.25

#11 · Beedcell 4700003970

distance 0.252

#12 · Buldhanacell 4720004151

distance 0.256 · cross-district

#13 · Buldhanacell 4720003309

distance 0.261 · cross-district

#14 · Laturcell 4810001201

distance 0.263 · cross-district

#15 · Beedcell 4700001476

distance 0.264

#16 · Dharashivcell 4880000503

distance 0.265 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005567

distance 0.266 · cross-district

#18 · Laturcell 4810000229

distance 0.267 · 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":4700001478}}}'

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.