Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003597

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003604

distance 0.242

#2 · Beedcell 4700004036

distance 0.253

#3 · Beedcell 4700003237

distance 0.26

#4 · Solapurcell 4960000070

distance 0.286 · cross-district

#5 · Beedcell 4700003267

distance 0.287

#6 · Beedcell 4700004046

distance 0.289

#7 · Beedcell 4700002901

distance 0.289

#8 · Beedcell 4700002924

distance 0.291

#9 · Laturcell 4810003527

distance 0.295 · cross-district

#10 · Kolhapurcell 4800005609

distance 0.295 · cross-district

#11 · Beedcell 4700003099

distance 0.296

#12 · Dhulecell 4740001043

distance 0.299 · cross-district

#13 · Dharashivcell 4880003434

distance 0.301 · cross-district

#14 · Beedcell 4700008056

distance 0.307

#15 · Laturcell 4810006088

distance 0.311 · cross-district

#16 · Beedcell 4700003593

distance 0.312

#17 · Dharashivcell 4880002663

distance 0.314 · cross-district

#18 · Beedcell 4700005071

distance 0.315

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":4700003597}}}'

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.