Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001561

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.4

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003407

distance 0.4 · cross-district

#2 · Hingolicell 4770002545

distance 0.435 · cross-district

#3 · Nandedcell 4850004335

distance 0.436 · cross-district

#4 · Jalnacell 4790001021

distance 0.467 · cross-district

#5 · Beedcell 4700004066

distance 0.483

#6 · Nashikcell 4870011700

distance 0.486 · cross-district

#7 · Akolacell 4670001015

distance 0.497 · cross-district

#8 · Beedcell 4700006004

distance 0.51

#9 · Jalnacell 4790002968

distance 0.51 · cross-district

#10 · Nashikcell 4870010332

distance 0.52 · cross-district

#11 · Jalgaoncell 4780002109

distance 0.521 · cross-district

#12 · Nagpurcell 4840001284

distance 0.523 · cross-district

#13 · Punecell 4900003362

distance 0.524 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690005260

distance 0.525 · cross-district

#15 · Sataracell 4940005333

distance 0.53 · cross-district

#16 · Amravaticell 4680001095

distance 0.53 · cross-district

#17 · Solapurcell 4960011746

distance 0.534 · cross-district

#18 · Punecell 4900006507

distance 0.534 · 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":4700001561}}}'

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.