Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005437

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005438

distance 0.284

#2 · Nandedcell 4850004666

distance 0.424

#3 · Beedcell 4700008420

distance 0.427 · cross-district

#4 · Nandedcell 4850004739

distance 0.439

#5 · Nandedcell 4850004802

distance 0.464

#6 · Nandedcell 4850004737

distance 0.501

#7 · Parbhanicell 4890003148

distance 0.504 · cross-district

#8 · Raigadcell 4910005673

distance 0.511 · cross-district

#9 · Dharashivcell 4880005737

distance 0.515 · cross-district

#10 · Kolhapurcell 4800005833

distance 0.516 · cross-district

#11 · Beedcell 4700001024

distance 0.523 · cross-district

#12 · Ahmednagarcell 4660002597

distance 0.525 · cross-district

#13 · Parbhanicell 4890000699

distance 0.526 · cross-district

#14 · Nandedcell 4850004667

distance 0.53

#15 · Sataracell 4940001278

distance 0.538 · cross-district

#16 · Yavatmalcell 5000008945

distance 0.541 · cross-district

#17 · Ahmednagarcell 4660007862

distance 0.542 · cross-district

#18 · Washimcell 4990001205

distance 0.549 · 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":4850005437}}}'

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.