Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003289

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 14 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.315

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006858

distance 0.315 · cross-district

#2 · Jalnacell 4790003874

distance 0.347 · cross-district

#3 · Nagpurcell 4840006721

distance 0.357 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003300

distance 0.366 · cross-district

#5 · Akolacell 4670001921

distance 0.372 · cross-district

#6 · Dhulecell 4740005109

distance 0.378 · cross-district

#7 · Jalgaoncell 4780006366

distance 0.382 · cross-district

#8 · Sataracell 4940004705

distance 0.389 · cross-district

#9 · Jalnacell 4790003785

distance 0.391 · cross-district

#10 · Laturcell 4810003271

distance 0.402 · cross-district

#11 · Solapurcell 4960010046

distance 0.403 · cross-district

#12 · Kolhapurcell 4800004169

distance 0.415 · cross-district

#13 · Beedcell 4700003114

distance 0.422

#14 · Akolacell 4670003948

distance 0.426 · cross-district

#15 · Nagpurcell 4840004602

distance 0.427 · cross-district

#16 · Punecell 4900005925

distance 0.431 · cross-district

#17 · Kolhapurcell 4800004251

distance 0.432 · cross-district

#18 · Amravaticell 4680001307

distance 0.434 · 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":4700003289}}}'

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.