Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002770

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002604

distance 0.178

#2 · Beedcell 4700002435

distance 0.183

#3 · Beedcell 4700003639

distance 0.209

#4 · Beedcell 4700002769

distance 0.241

#5 · Nagpurcell 4840001521

distance 0.243 · cross-district

#6 · Beedcell 4700003469

distance 0.253

#7 · Dharashivcell 4880000671

distance 0.254 · cross-district

#8 · Beedcell 4700003471

distance 0.255

#9 · Beedcell 4700002945

distance 0.257

#10 · Amravaticell 4680007324

distance 0.258 · cross-district

#11 · Nashikcell 4870007785

distance 0.259 · cross-district

#12 · Nashikcell 4870007924

distance 0.262 · cross-district

#13 · Kolhapurcell 4800005382

distance 0.263 · cross-district

#14 · Beedcell 4700002273

distance 0.267

#15 · Gadchirolicell 4750010330

distance 0.271 · cross-district

#16 · Nagpurcell 4840002250

distance 0.272 · cross-district

#17 · Jalgaoncell 4780000003

distance 0.28 · cross-district

#18 · Nagpurcell 4840007240

distance 0.281 · 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":4700002770}}}'

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.