Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003556

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 5 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004073

distance 0.248

#2 · Beedcell 4700003727

distance 0.259

#3 · Sataracell 4940000350

distance 0.266 · cross-district

#4 · Kolhapurcell 4800005442

distance 0.272 · cross-district

#5 · Ahmednagarcell 4660005546

distance 0.275 · cross-district

#6 · Ahmednagarcell 4660010550

distance 0.276 · cross-district

#7 · Ahmednagarcell 4660005293

distance 0.279 · cross-district

#8 · Beedcell 4700003885

distance 0.28

#9 · Solapurcell 4960000065

distance 0.28 · cross-district

#10 · Beedcell 4700004383

distance 0.28

#11 · Beedcell 4700004560

distance 0.281

#12 · Solapurcell 4960000012

distance 0.283 · cross-district

#13 · Ahmednagarcell 4660005678

distance 0.284 · cross-district

#14 · Sataracell 4940001640

distance 0.285 · cross-district

#15 · Beedcell 4700004924

distance 0.285

#16 · Sataracell 4940000765

distance 0.285 · cross-district

#17 · Beedcell 4700004736

distance 0.285

#18 · Ahmednagarcell 4660010701

distance 0.285 · 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":4700003556}}}'

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.