Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008878

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008799

distance 0.248

#2 · Nandedcell 4850006702

distance 0.26

#3 · Nandedcell 4850008795

distance 0.265

#4 · Beedcell 4700008388

distance 0.267 · cross-district

#5 · Beedcell 4700008192

distance 0.28 · cross-district

#6 · Beedcell 4700008646

distance 0.28 · cross-district

#7 · Parbhanicell 4890002989

distance 0.283 · cross-district

#8 · Nandedcell 4850008746

distance 0.285

#9 · Nandedcell 4850008467

distance 0.286

#10 · Beedcell 4700008465

distance 0.287 · cross-district

#11 · Parbhanicell 4890003408

distance 0.288 · cross-district

#12 · Yavatmalcell 5000000349

distance 0.292 · cross-district

#13 · Washimcell 4990001844

distance 0.293 · cross-district

#14 · Beedcell 4700008417

distance 0.297 · cross-district

#15 · Parbhanicell 4890003382

distance 0.3 · cross-district

#16 · Hingolicell 4770000070

distance 0.3 · cross-district

#17 · Beedcell 4700005686

distance 0.301 · cross-district

#18 · Beedcell 4700008742

distance 0.302 · 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":4850008878}}}'

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.