Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001266

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001418

distance 0.247

#2 · Beedcell 4700004065

distance 0.284

#3 · Beedcell 4700001579

distance 0.293

#4 · Amravaticell 4680003395

distance 0.296 · cross-district

#5 · Solapurcell 4960011536

distance 0.304 · cross-district

#6 · Solapurcell 4960009465

distance 0.314 · cross-district

#7 · Nandedcell 4850008891

distance 0.321 · cross-district

#8 · Laturcell 4810002861

distance 0.323 · cross-district

#9 · Dharashivcell 4880005260

distance 0.328 · cross-district

#10 · Beedcell 4700005881

distance 0.336

#11 · Nandedcell 4850004661

distance 0.339 · cross-district

#12 · Ahmednagarcell 4660005662

distance 0.341 · cross-district

#13 · Beedcell 4700008665

distance 0.347

#14 · Gadchirolicell 4750000385

distance 0.348 · cross-district

#15 · Nagpurcell 4840006876

distance 0.35 · cross-district

#16 · Ahmednagarcell 4660008370

distance 0.351 · cross-district

#17 · Sanglicell 4930002413

distance 0.353 · cross-district

#18 · Beedcell 4700005874

distance 0.356

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":4700001266}}}'

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.