Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007889

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000658

distance 0.222 · cross-district

#2 · Beedcell 4700008698

distance 0.239 · cross-district

#3 · Nandedcell 4850004392

distance 0.253

#4 · Nandedcell 4850008883

distance 0.257

#5 · Nandedcell 4850007176

distance 0.261

#6 · Beedcell 4700005735

distance 0.261 · cross-district

#7 · Nandedcell 4850004247

distance 0.266

#8 · Nandedcell 4850008756

distance 0.266

#9 · Nandedcell 4850006699

distance 0.269

#10 · Nandedcell 4850006758

distance 0.274

#11 · Amravaticell 4680009181

distance 0.275 · cross-district

#12 · Beedcell 4700005683

distance 0.276 · cross-district

#13 · Sataracell 4940001574

distance 0.277 · cross-district

#14 · Beedcell 4700005531

distance 0.279 · cross-district

#15 · Nandedcell 4850006694

distance 0.28

#16 · Washimcell 4990002284

distance 0.28 · cross-district

#17 · Jalnacell 4790001127

distance 0.28 · cross-district

#18 · Buldhanacell 4720002619

distance 0.281 · 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":4850007889}}}'

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.