Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004731

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008949

distance 0.261 · cross-district

#2 · Nandedcell 4850004935

distance 0.276

#3 · Parbhanicell 4890001253

distance 0.29 · cross-district

#4 · Beedcell 4700008677

distance 0.312 · cross-district

#5 · Laturcell 4810002542

distance 0.315 · cross-district

#6 · Nandedcell 4850004863

distance 0.319

#7 · Parbhanicell 4890001178

distance 0.319 · cross-district

#8 · Parbhanicell 4890001317

distance 0.323 · cross-district

#9 · Dharashivcell 4880001597

distance 0.345 · cross-district

#10 · Nandedcell 4850004745

distance 0.346

#11 · Parbhanicell 4890001462

distance 0.349 · cross-district

#12 · Nandedcell 4850002619

distance 0.351

#13 · Nandedcell 4850004335

distance 0.355

#14 · Nandedcell 4850005003

distance 0.356

#15 · Nandedcell 4850003142

distance 0.358

#16 · Chhatrapati Sambhajinagarcell 4690004793

distance 0.359 · cross-district

#17 · Beedcell 4700001302

distance 0.36 · cross-district

#18 · Beedcell 4700008724

distance 0.362 · 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":4850004731}}}'

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.