Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004765

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001288

distance 0.286

#2 · Beedcell 4700004933

distance 0.299

#3 · Beedcell 4700004811

distance 0.301

#4 · Beedcell 4700002865

distance 0.302

#5 · Ahmednagarcell 4660010225

distance 0.303 · cross-district

#6 · Solapurcell 4960000105

distance 0.308 · cross-district

#7 · Kolhapurcell 4800003371

distance 0.323 · cross-district

#8 · Beedcell 4700002561

distance 0.324

#9 · Nandedcell 4850002057

distance 0.324 · cross-district

#10 · Ahmednagarcell 4660009728

distance 0.328 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004066

distance 0.328 · cross-district

#12 · Beedcell 4700006193

distance 0.332

#13 · Punecell 4900003491

distance 0.334 · cross-district

#14 · Buldhanacell 4720000143

distance 0.335 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002016

distance 0.335 · cross-district

#16 · Beedcell 4700005806

distance 0.336

#17 · Ahmednagarcell 4660004027

distance 0.336 · cross-district

#18 · Nashikcell 4870003566

distance 0.336 · 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":4700004765}}}'

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.