Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000857

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.326

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000657

distance 0.326 · cross-district

#2 · Hingolicell 4770000554

distance 0.398 · cross-district

#3 · Solapurcell 4960007092

distance 0.4 · cross-district

#4 · Solapurcell 4960009298

distance 0.403 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003442

distance 0.409 · cross-district

#6 · Kolhapurcell 4800003869

distance 0.414 · cross-district

#7 · Ahmednagarcell 4660011256

distance 0.416 · cross-district

#8 · Nashikcell 4870003165

distance 0.423 · cross-district

#9 · Nashikcell 4870006281

distance 0.424 · cross-district

#10 · Beedcell 4700006369

distance 0.426

#11 · Punecell 4900003900

distance 0.428 · cross-district

#12 · Jalgaoncell 4780008394

distance 0.429 · cross-district

#13 · Beedcell 4700002464

distance 0.431

#14 · Punecell 4900004718

distance 0.432 · cross-district

#15 · Amravaticell 4680003089

distance 0.436 · cross-district

#16 · Beedcell 4700006402

distance 0.437

#17 · Punecell 4900006285

distance 0.438 · cross-district

#18 · Solapurcell 4960008316

distance 0.441 · 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":4700000857}}}'

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.