Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001850

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001335

distance 0.252

#2 · Parbhanicell 4890000899

distance 0.267 · cross-district

#3 · Nandedcell 4850001409

distance 0.274

#4 · Nandedcell 4850006545

distance 0.287

#5 · Dharashivcell 4880001425

distance 0.287 · cross-district

#6 · Laturcell 4810002235

distance 0.298 · cross-district

#7 · Ahmednagarcell 4660005959

distance 0.298 · cross-district

#8 · Ahmednagarcell 4660006438

distance 0.302 · cross-district

#9 · Ahmednagarcell 4660005742

distance 0.304 · cross-district

#10 · Nandedcell 4850003403

distance 0.307

#11 · Beedcell 4700000798

distance 0.308 · cross-district

#12 · Laturcell 4810004510

distance 0.31 · cross-district

#13 · Ahmednagarcell 4660005875

distance 0.311 · cross-district

#14 · Ahmednagarcell 4660006429

distance 0.312 · cross-district

#15 · Ahmednagarcell 4660010432

distance 0.315 · cross-district

#16 · Ahmednagarcell 4660007377

distance 0.317 · cross-district

#17 · Buldhanacell 4720000639

distance 0.317 · cross-district

#18 · Beedcell 4700002865

distance 0.318 · 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":4850001850}}}'

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.