Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005696

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 7 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.605

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001859

distance 0.605 · cross-district

#2 · Nashikcell 4870003098

distance 0.619 · cross-district

#3 · Nashikcell 4870003231

distance 0.634 · cross-district

#4 · Bhandaracell 4710002186

distance 0.664 · cross-district

#5 · Nashikcell 4870002712

distance 0.666 · cross-district

#6 · Punecell 4900009607

distance 0.692 · cross-district

#7 · Nashikcell 4870003363

distance 0.703 · cross-district

#8 · Nashikcell 4870004240

distance 0.711 · cross-district

#9 · Punecell 4900005731

distance 0.745 · cross-district

#10 · Punecell 4900001714

distance 0.766 · cross-district

#11 · Palgharcell 6650000264

distance 0.779 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003405

distance 0.779 · cross-district

#13 · Punecell 4900005595

distance 0.799 · cross-district

#14 · Jalgaoncell 4780005892

distance 0.804 · cross-district

#15 · Palgharcell 6650000288

distance 0.816 · cross-district

#16 · Ahmednagarcell 4660005808

distance 0.821 · cross-district

#17 · Ahmednagarcell 4660009223

distance 0.825 · cross-district

#18 · Punecell 4900002011

distance 0.829 · 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":4700005696}}}'

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.