Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008927

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008748

distance 0.181

#2 · Yavatmalcell 5000000829

distance 0.223 · cross-district

#3 · Parbhanicell 4890002062

distance 0.239 · cross-district

#4 · Yavatmalcell 5000000652

distance 0.254 · cross-district

#5 · Parbhanicell 4890002887

distance 0.261 · cross-district

#6 · Yavatmalcell 5000000005

distance 0.269 · cross-district

#7 · Jalnacell 4790002047

distance 0.269 · cross-district

#8 · Parbhanicell 4890003127

distance 0.269 · cross-district

#9 · Nandedcell 4850003513

distance 0.27

#10 · Parbhanicell 4890003305

distance 0.273 · cross-district

#11 · Nandedcell 4850007921

distance 0.274

#12 · Nandedcell 4850002224

distance 0.275

#13 · Jalnacell 4790002726

distance 0.278 · cross-district

#14 · Hingolicell 4770000049

distance 0.281 · cross-district

#15 · Nandedcell 4850008919

distance 0.282

#16 · Yavatmalcell 5000000130

distance 0.284 · cross-district

#17 · Washimcell 4990001553

distance 0.284 · cross-district

#18 · Buldhanacell 4720000357

distance 0.286 · 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":4850008927}}}'

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.