Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002944

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000128

distance 0.295 · cross-district

#2 · Beedcell 4700000490

distance 0.312

#3 · Nashikcell 4870003436

distance 0.318 · cross-district

#4 · Nandurbarcell 4860002173

distance 0.322 · cross-district

#5 · Jalgaoncell 4780006021

distance 0.326 · cross-district

#6 · Nagpurcell 4840002535

distance 0.328 · cross-district

#7 · Beedcell 4700003979

distance 0.33

#8 · Kolhapurcell 4800005844

distance 0.332 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690001238

distance 0.334 · cross-district

#10 · Parbhanicell 4890000100

distance 0.335 · cross-district

#11 · Washimcell 4990000751

distance 0.336 · cross-district

#12 · Yavatmalcell 5000001748

distance 0.336 · cross-district

#13 · Jalgaoncell 4780000383

distance 0.336 · cross-district

#14 · Kolhapurcell 4800005463

distance 0.34 · cross-district

#15 · Nagpurcell 4840006356

distance 0.341 · cross-district

#16 · Nagpurcell 4840008354

distance 0.342 · cross-district

#17 · Sanglicell 4930006355

distance 0.343 · cross-district

#18 · Washimcell 4990002958

distance 0.343 · 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":4700002944}}}'

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.