Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007725

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

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001717

distance 0.262 · cross-district

#2 · Nandedcell 4850002491

distance 0.289 · cross-district

#3 · Beedcell 4700007090

distance 0.299

#4 · Yavatmalcell 5000001518

distance 0.304 · cross-district

#5 · Nandedcell 4850001641

distance 0.305 · cross-district

#6 · Beedcell 4700008760

distance 0.305

#7 · Nandedcell 4850000798

distance 0.308 · cross-district

#8 · Beedcell 4700008674

distance 0.309

#9 · Nandedcell 4850007606

distance 0.311 · cross-district

#10 · Beedcell 4700007469

distance 0.313

#11 · Solapurcell 4960010711

distance 0.314 · cross-district

#12 · Washimcell 4990003065

distance 0.314 · cross-district

#13 · Beedcell 4700007932

distance 0.315

#14 · Chhatrapati Sambhajinagarcell 4690000000

distance 0.317 · cross-district

#15 · Washimcell 4990001094

distance 0.318 · cross-district

#16 · Jalnacell 4790001956

distance 0.318 · cross-district

#17 · Laturcell 4810000689

distance 0.319 · cross-district

#18 · Jalnacell 4790002045

distance 0.32 · 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":4700007725}}}'

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.