Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003949

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

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005535

distance 0.298 · cross-district

#2 · Hingolicell 4770000491

distance 0.304 · cross-district

#3 · Ahmednagarcell 4660006400

distance 0.309 · cross-district

#4 · Beedcell 4700006636

distance 0.312

#5 · Ahmednagarcell 4660011874

distance 0.318 · cross-district

#6 · Beedcell 4700004465

distance 0.32

#7 · Laturcell 4810004510

distance 0.32 · cross-district

#8 · Nagpurcell 4840006412

distance 0.324 · cross-district

#9 · Ahmednagarcell 4660009204

distance 0.326 · cross-district

#10 · Solapurcell 4960004555

distance 0.336 · cross-district

#11 · Chandrapurcell 4730003734

distance 0.345 · cross-district

#12 · Beedcell 4700006593

distance 0.345

#13 · Laturcell 4810006031

distance 0.346 · cross-district

#14 · Hingolicell 4770003899

distance 0.347 · cross-district

#15 · Dharashivcell 4880000335

distance 0.348 · cross-district

#16 · Wardhacell 4980004239

distance 0.35 · cross-district

#17 · Nagpurcell 4840004582

distance 0.352 · cross-district

#18 · Beedcell 4700003661

distance 0.353

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":4700003949}}}'

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.