Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002974

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

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002791

distance 0.243

#2 · Nandedcell 4850002611

distance 0.251

#3 · Nandedcell 4850002534

distance 0.26

#4 · Nandedcell 4850002242

distance 0.263

#5 · Nandedcell 4850004519

distance 0.285

#6 · Ahmednagarcell 4660006292

distance 0.285 · cross-district

#7 · Ahmednagarcell 4660006290

distance 0.289 · cross-district

#8 · Laturcell 4810004414

distance 0.29 · cross-district

#9 · Parbhanicell 4890000058

distance 0.294 · cross-district

#10 · Nandedcell 4850002182

distance 0.296

#11 · Laturcell 4810004907

distance 0.296 · cross-district

#12 · Ahmednagarcell 4660005829

distance 0.3 · cross-district

#13 · Dharashivcell 4880005357

distance 0.302 · cross-district

#14 · Nandedcell 4850003439

distance 0.304

#15 · Laturcell 4810005473

distance 0.304 · cross-district

#16 · Nandedcell 4850002522

distance 0.304

#17 · Beedcell 4700002953

distance 0.305 · cross-district

#18 · Parbhanicell 4890001191

distance 0.306 · 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":4850002974}}}'

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.