Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001670

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

0.343

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960006326

distance 0.343 · cross-district

#2 · Punecell 4900008878

distance 0.367 · cross-district

#3 · Dharashivcell 4880000887

distance 0.392 · cross-district

#4 · Dharashivcell 4880003895

distance 0.395 · cross-district

#5 · Solapurcell 4960011059

distance 0.408 · cross-district

#6 · Beedcell 4700007360

distance 0.412

#7 · Laturcell 4810000666

distance 0.418 · cross-district

#8 · Solapurcell 4960000501

distance 0.422 · cross-district

#9 · Washimcell 4990000152

distance 0.422 · cross-district

#10 · Dharashivcell 4880000945

distance 0.422 · cross-district

#11 · Jalnacell 4790001725

distance 0.424 · cross-district

#12 · Amravaticell 4680001997

distance 0.434 · cross-district

#13 · Ahmednagarcell 4660008070

distance 0.443 · cross-district

#14 · Wardhacell 4980003480

distance 0.449 · cross-district

#15 · Wardhacell 4980003596

distance 0.453 · cross-district

#16 · Punecell 4900008543

distance 0.462 · cross-district

#17 · Dharashivcell 4880002848

distance 0.465 · cross-district

#18 · Ahmednagarcell 4660002620

distance 0.465 · 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":4700001670}}}'

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.