Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002771

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003804

distance 0.155

#2 · Jalgaoncell 4780000148

distance 0.184 · cross-district

#3 · Beedcell 4700003637

distance 0.199

#4 · Beedcell 4700002943

distance 0.207

#5 · Jalgaoncell 4780000312

distance 0.214 · cross-district

#6 · Nagpurcell 4840006384

distance 0.22 · cross-district

#7 · Jalnacell 4790001305

distance 0.223 · cross-district

#8 · Gadchirolicell 4750011539

distance 0.226 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690006189

distance 0.226 · cross-district

#10 · Kolhapurcell 4800005203

distance 0.234 · cross-district

#11 · Beedcell 4700002948

distance 0.234

#12 · Beedcell 4700003471

distance 0.237

#13 · Jalgaoncell 4780000200

distance 0.237 · cross-district

#14 · Dharashivcell 4880000908

distance 0.237 · cross-district

#15 · Dharashivcell 4880000991

distance 0.24 · cross-district

#16 · Nagpurcell 4840001606

distance 0.241 · cross-district

#17 · Jalgaoncell 4780000096

distance 0.241 · cross-district

#18 · Gadchirolicell 4750011723

distance 0.241 · 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":4700002771}}}'

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.