Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002328

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002947

distance 0.284 · cross-district

#2 · Sanglicell 4930001916

distance 0.301 · cross-district

#3 · Beedcell 4700006244

distance 0.328

#4 · Sanglicell 4930002227

distance 0.335 · cross-district

#5 · Dhulecell 4740003119

distance 0.345 · cross-district

#6 · Sanglicell 4930002935

distance 0.354 · cross-district

#7 · Ahmednagarcell 4660005720

distance 0.36 · cross-district

#8 · Sanglicell 4930003676

distance 0.368 · cross-district

#9 · Nagpurcell 4840007457

distance 0.368 · cross-district

#10 · Nashikcell 4870012288

distance 0.37 · cross-district

#11 · Sanglicell 4930000028

distance 0.378 · cross-district

#12 · Sanglicell 4930000355

distance 0.38 · cross-district

#13 · Solapurcell 4960004847

distance 0.381 · cross-district

#14 · Kolhapurcell 4800005904

distance 0.383 · cross-district

#15 · Beedcell 4700002140

distance 0.385

#16 · Sanglicell 4930003776

distance 0.386 · cross-district

#17 · Dharashivcell 4880002593

distance 0.387 · cross-district

#18 · Beedcell 4700007583

distance 0.39

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":4700002328}}}'

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.