Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007539

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007633

distance 0.11

#2 · Beedcell 4700007356

distance 0.145

#3 · Beedcell 4700007446

distance 0.205

#4 · Yavatmalcell 5000001781

distance 0.215 · cross-district

#5 · Akolacell 4670000589

distance 0.217 · cross-district

#6 · Beedcell 4700007444

distance 0.219

#7 · Beedcell 4700007267

distance 0.224

#8 · Beedcell 4700007449

distance 0.228

#9 · Beedcell 4700007266

distance 0.233

#10 · Yavatmalcell 5000001328

distance 0.235 · cross-district

#11 · Dharashivcell 4880000887

distance 0.235 · cross-district

#12 · Solapurcell 4960004478

distance 0.237 · cross-district

#13 · Laturcell 4810003086

distance 0.238 · cross-district

#14 · Yavatmalcell 5000001326

distance 0.238 · cross-district

#15 · Akolacell 4670000462

distance 0.239 · cross-district

#16 · Beedcell 4700007166

distance 0.243

#17 · Punecell 4900003101

distance 0.245 · cross-district

#18 · Hingolicell 4770003130

distance 0.246 · 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":4700007539}}}'

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.