Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006971

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002291

distance 0.18

#2 · Yavatmalcell 5000000661

distance 0.218 · cross-district

#3 · Nandedcell 4850000186

distance 0.233

#4 · Chhatrapati Sambhajinagarcell 4690003658

distance 0.243 · cross-district

#5 · Washimcell 4990002955

distance 0.244 · cross-district

#6 · Dharashivcell 4880000809

distance 0.249 · cross-district

#7 · Yavatmalcell 5000003431

distance 0.263 · cross-district

#8 · Nandedcell 4850003389

distance 0.265

#9 · Chhatrapati Sambhajinagarcell 4690001683

distance 0.266 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001579

distance 0.267 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001580

distance 0.271 · cross-district

#12 · Dharashivcell 4880000247

distance 0.279 · cross-district

#13 · Jalgaoncell 4780006094

distance 0.282 · cross-district

#14 · Nandedcell 4850000323

distance 0.282

#15 · Sataracell 4940004456

distance 0.283 · cross-district

#16 · Beedcell 4700007834

distance 0.285 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001491

distance 0.289 · cross-district

#18 · Washimcell 4990001304

distance 0.294 · 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":4850006971}}}'

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.