Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005513

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

0.348

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001483

distance 0.348 · cross-district

#2 · Ahmednagarcell 4660000820

distance 0.359 · cross-district

#3 · Ahmednagarcell 4660003249

distance 0.372 · cross-district

#4 · Dharashivcell 4880003779

distance 0.373 · cross-district

#5 · Nashikcell 4870004356

distance 0.383 · cross-district

#6 · Beedcell 4700002784

distance 0.39

#7 · Ahmednagarcell 4660003216

distance 0.399 · cross-district

#8 · Dharashivcell 4880004066

distance 0.402 · cross-district

#9 · Punecell 4900008877

distance 0.403 · cross-district

#10 · Punecell 4900003363

distance 0.403 · cross-district

#11 · Solapurcell 4960011480

distance 0.403 · cross-district

#12 · Kolhapurcell 4800001772

distance 0.405 · cross-district

#13 · Nashikcell 4870007023

distance 0.407 · cross-district

#14 · Ahmednagarcell 4660000465

distance 0.41 · cross-district

#15 · Ahmednagarcell 4660001272

distance 0.41 · cross-district

#16 · Dharashivcell 4880005452

distance 0.418 · cross-district

#17 · Solapurcell 4960001583

distance 0.42 · cross-district

#18 · Punecell 4900002651

distance 0.423 · 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":4700005513}}}'

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.