Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008749

The MH-36 locality cells most similar to this Nanded 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002485

distance 0.25

#2 · Nandedcell 4850008600

distance 0.269

#3 · Parbhanicell 4890003126

distance 0.28 · cross-district

#4 · Hingolicell 4770003816

distance 0.29 · cross-district

#5 · Beedcell 4700008193

distance 0.295 · cross-district

#6 · Jalnacell 4790000977

distance 0.298 · cross-district

#7 · Parbhanicell 4890003505

distance 0.298 · cross-district

#8 · Nandedcell 4850000777

distance 0.305

#9 · Beedcell 4700006456

distance 0.305 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003075

distance 0.305 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004882

distance 0.307 · cross-district

#12 · Nandedcell 4850008878

distance 0.307

#13 · Beedcell 4700008324

distance 0.31 · cross-district

#14 · Yavatmalcell 5000006525

distance 0.312 · cross-district

#15 · Parbhanicell 4890002727

distance 0.313 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000101

distance 0.313 · cross-district

#17 · Beedcell 4700008352

distance 0.314 · cross-district

#18 · Parbhanicell 4890000651

distance 0.315 · 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":485,"cluster_id":4850008749}}}'

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.