Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004526

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

0.303

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011746

distance 0.303 · cross-district

#2 · Nashikcell 4870005984

distance 0.331 · cross-district

#3 · Nashikcell 4870006732

distance 0.343 · cross-district

#4 · Chandrapurcell 4730003362

distance 0.343 · cross-district

#5 · Dharashivcell 4880000311

distance 0.344 · cross-district

#6 · Nashikcell 4870006579

distance 0.365 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005963

distance 0.367 · cross-district

#8 · Solapurcell 4960006807

distance 0.368 · cross-district

#9 · Beedcell 4700007086

distance 0.371

#10 · Chhatrapati Sambhajinagarcell 4690007690

distance 0.373 · cross-district

#11 · Ahmednagarcell 4660003249

distance 0.375 · cross-district

#12 · Ahmednagarcell 4660002958

distance 0.376 · cross-district

#13 · Sanglicell 4930006003

distance 0.379 · cross-district

#14 · Dharashivcell 4880004918

distance 0.381 · cross-district

#15 · Beedcell 4700006985

distance 0.382

#16 · Beedcell 4700006355

distance 0.389

#17 · Beedcell 4700009057

distance 0.393

#18 · Ahmednagarcell 4660002863

distance 0.395 · 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":4700004526}}}'

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.