Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001881

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000520

distance 0.235

#2 · Nandedcell 4850002369

distance 0.24

#3 · Yavatmalcell 5000009935

distance 0.256 · cross-district

#4 · Nandedcell 4850000306

distance 0.258

#5 · Hingolicell 4770001017

distance 0.259 · cross-district

#6 · Washimcell 4990000926

distance 0.272 · cross-district

#7 · Washimcell 4990001867

distance 0.275 · cross-district

#8 · Nandedcell 4850002364

distance 0.282

#9 · Nandedcell 4850002049

distance 0.282

#10 · Nandedcell 4850001961

distance 0.285

#11 · Buldhanacell 4720005227

distance 0.293 · cross-district

#12 · Washimcell 4990003398

distance 0.293 · cross-district

#13 · Nashikcell 4870004002

distance 0.294 · cross-district

#14 · Washimcell 4990002477

distance 0.296 · cross-district

#15 · Nandedcell 4850001298

distance 0.297

#16 · Nandedcell 4850003627

distance 0.3

#17 · Gadchirolicell 4750003236

distance 0.305 · cross-district

#18 · Akolacell 4670000765

distance 0.305 · 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":4850001881}}}'

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.