Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000921

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

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000575

distance 0.243 · cross-district

#2 · Nashikcell 4870003565

distance 0.255 · cross-district

#3 · Punecell 4900004974

distance 0.285 · cross-district

#4 · Ahmednagarcell 4660014358

distance 0.287 · cross-district

#5 · Laturcell 4810005348

distance 0.301 · cross-district

#6 · Ahmednagarcell 4660012068

distance 0.324 · cross-district

#7 · Beedcell 4700001050

distance 0.324

#8 · Punecell 4900006404

distance 0.331 · cross-district

#9 · Sanglicell 4930003283

distance 0.337 · cross-district

#10 · Solapurcell 4960007609

distance 0.337 · cross-district

#11 · Beedcell 4700001600

distance 0.341

#12 · Jalnacell 4790001961

distance 0.343 · cross-district

#13 · Laturcell 4810003988

distance 0.343 · cross-district

#14 · Ahmednagarcell 4660004029

distance 0.344 · cross-district

#15 · Ahmednagarcell 4660010267

distance 0.346 · cross-district

#16 · Sanglicell 4930001456

distance 0.349 · cross-district

#17 · Beedcell 4700000443

distance 0.35

#18 · Sanglicell 4930001092

distance 0.351 · 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":4700000921}}}'

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.