Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003532

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001409

distance 0.273

#2 · Nandedcell 4850001776

distance 0.289

#3 · Washimcell 4990001817

distance 0.298 · cross-district

#4 · Ahmednagarcell 4660007712

distance 0.298 · cross-district

#5 · Ahmednagarcell 4660008012

distance 0.299 · cross-district

#6 · Ahmednagarcell 4660000860

distance 0.312 · cross-district

#7 · Akolacell 4670000716

distance 0.314 · cross-district

#8 · Ahmednagarcell 4660009067

distance 0.319 · cross-district

#9 · Nandedcell 4850001335

distance 0.32

#10 · Ahmednagarcell 4660011577

distance 0.321 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005200

distance 0.321 · cross-district

#12 · Buldhanacell 4720001380

distance 0.322 · cross-district

#13 · Nandedcell 4850004246

distance 0.322

#14 · Nandedcell 4850001655

distance 0.324

#15 · Parbhanicell 4890000310

distance 0.325 · cross-district

#16 · Washimcell 4990002131

distance 0.326 · cross-district

#17 · Laturcell 4810002235

distance 0.326 · cross-district

#18 · Ahmednagarcell 4660006651

distance 0.329 · 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":4850003532}}}'

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.