Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002769

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

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002770

distance 0.241

#2 · Nagpurcell 4840007436

distance 0.257 · cross-district

#3 · Amravaticell 4680006850

distance 0.263 · cross-district

#4 · Sanglicell 4930006353

distance 0.271 · cross-district

#5 · Nashikcell 4870007924

distance 0.272 · cross-district

#6 · Gadchirolicell 4750011585

distance 0.275 · cross-district

#7 · Amravaticell 4680010235

distance 0.288 · cross-district

#8 · Gondiacell 4760000725

distance 0.289 · cross-district

#9 · Beedcell 4700002773

distance 0.289

#10 · Sanglicell 4930005925

distance 0.291 · cross-district

#11 · Amravaticell 4680010397

distance 0.292 · cross-district

#12 · Nagpurcell 4840002073

distance 0.294 · cross-district

#13 · Amravaticell 4680007169

distance 0.294 · cross-district

#14 · Dharashivcell 4880000744

distance 0.296 · cross-district

#15 · Amravaticell 4680010395

distance 0.297 · cross-district

#16 · Amravaticell 4680008859

distance 0.298 · cross-district

#17 · Nashikcell 4870007072

distance 0.298 · cross-district

#18 · Amravaticell 4680010104

distance 0.299 · 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":4700002769}}}'

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.