Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005656

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004837

distance 0.132

#2 · Nandedcell 4850005575

distance 0.23

#3 · Nandedcell 4850002854

distance 0.236

#4 · Nandedcell 4850005648

distance 0.241

#5 · Parbhanicell 4890001386

distance 0.245 · cross-district

#6 · Yavatmalcell 5000000611

distance 0.257 · cross-district

#7 · Nandedcell 4850002770

distance 0.265

#8 · Nandedcell 4850003043

distance 0.268

#9 · Chhatrapati Sambhajinagarcell 4690000500

distance 0.27 · cross-district

#10 · Laturcell 4810005732

distance 0.271 · cross-district

#11 · Nandedcell 4850007896

distance 0.271

#12 · Beedcell 4700007676

distance 0.275 · cross-district

#13 · Nandedcell 4850001908

distance 0.282

#14 · Nandedcell 4850004387

distance 0.285

#15 · Chhatrapati Sambhajinagarcell 4690000537

distance 0.286 · cross-district

#16 · Beedcell 4700004118

distance 0.289 · cross-district

#17 · Nandedcell 4850005956

distance 0.293

#18 · Laturcell 4810005830

distance 0.296 · 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":4850005656}}}'

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.