Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000422

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

0.91

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 · Solapurcell 4960004894

distance 0.262 · cross-district

#2 · Sanglicell 4930000130

distance 0.29 · cross-district

#3 · Sanglicell 4930003952

distance 0.291 · cross-district

#4 · Ahmednagarcell 4660007514

distance 0.302 · cross-district

#5 · Jalgaoncell 4780000931

distance 0.311 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000504

distance 0.315 · cross-district

#7 · Beedcell 4700005526

distance 0.315

#8 · Ahmednagarcell 4660002640

distance 0.32 · cross-district

#9 · Nandedcell 4850004046

distance 0.321 · cross-district

#10 · Ahmednagarcell 4660009073

distance 0.322 · cross-district

#11 · Ahmednagarcell 4660006092

distance 0.331 · cross-district

#12 · Nagpurcell 4840007464

distance 0.331 · cross-district

#13 · Ahmednagarcell 4660009933

distance 0.331 · cross-district

#14 · Buldhanacell 4720000638

distance 0.337 · cross-district

#15 · Solapurcell 4960005935

distance 0.338 · cross-district

#16 · Beedcell 4700000986

distance 0.338

#17 · Nagpurcell 4840006521

distance 0.338 · cross-district

#18 · Solapurcell 4960002328

distance 0.345 · 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":4700000422}}}'

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.