Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000669

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001108

distance 0.234 · cross-district

#2 · Nandedcell 4850004591

distance 0.236 · cross-district

#3 · Solapurcell 4960009369

distance 0.251 · cross-district

#4 · Punecell 4900002651

distance 0.27 · cross-district

#5 · Beedcell 4700004292

distance 0.284

#6 · Chhatrapati Sambhajinagarcell 4690003170

distance 0.287 · cross-district

#7 · Beedcell 4700007454

distance 0.287

#8 · Parbhanicell 4890003219

distance 0.287 · cross-district

#9 · Laturcell 4810004220

distance 0.297 · cross-district

#10 · Nandedcell 4850001004

distance 0.297 · cross-district

#11 · Beedcell 4700003272

distance 0.301

#12 · Solapurcell 4960011480

distance 0.303 · cross-district

#13 · Punecell 4900002814

distance 0.307 · cross-district

#14 · Dharashivcell 4880001461

distance 0.311 · cross-district

#15 · Laturcell 4810000845

distance 0.311 · cross-district

#16 · Jalnacell 4790001646

distance 0.313 · cross-district

#17 · Laturcell 4810002299

distance 0.314 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007423

distance 0.314 · 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":4700000669}}}'

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.