Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002430

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

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006352

distance 0.256 · cross-district

#2 · Sanglicell 4930006282

distance 0.262 · cross-district

#3 · Beedcell 4700002767

distance 0.265

#4 · Beedcell 4700002110

distance 0.271

#5 · Nagpurcell 4840005983

distance 0.271 · cross-district

#6 · Amravaticell 4680010041

distance 0.272 · cross-district

#7 · Sanglicell 4930006151

distance 0.275 · cross-district

#8 · Nagpurcell 4840006110

distance 0.276 · cross-district

#9 · Nashikcell 4870007785

distance 0.278 · cross-district

#10 · Sanglicell 4930006485

distance 0.283 · cross-district

#11 · Kolhapurcell 4800005772

distance 0.287 · cross-district

#12 · Laturcell 4810005242

distance 0.288 · cross-district

#13 · Sanglicell 4930006206

distance 0.288 · cross-district

#14 · Beedcell 4700001792

distance 0.291

#15 · Sataracell 4940000172

distance 0.293 · cross-district

#16 · Sanglicell 4930006348

distance 0.293 · cross-district

#17 · Beedcell 4700002604

distance 0.293

#18 · Laturcell 4810005235

distance 0.295 · 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":4700002430}}}'

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.