Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004133

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002641

distance 0.278 · cross-district

#2 · Nandedcell 4850002469

distance 0.288

#3 · Punecell 4900006161

distance 0.312 · cross-district

#4 · Hingolicell 4770000463

distance 0.326 · cross-district

#5 · Jalgaoncell 4780003492

distance 0.327 · cross-district

#6 · Beedcell 4700002524

distance 0.328 · cross-district

#7 · Nandedcell 4850003301

distance 0.328

#8 · Nandedcell 4850002276

distance 0.329

#9 · Yavatmalcell 5000002156

distance 0.331 · cross-district

#10 · Washimcell 4990001305

distance 0.331 · cross-district

#11 · Jalgaoncell 4780001353

distance 0.335 · cross-district

#12 · Punecell 4900002602

distance 0.336 · cross-district

#13 · Punecell 4900001301

distance 0.337 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002776

distance 0.337 · cross-district

#15 · Nandedcell 4850006941

distance 0.339

#16 · Chandrapurcell 4730003532

distance 0.339 · cross-district

#17 · Laturcell 4810003181

distance 0.341 · cross-district

#18 · Amravaticell 4680001372

distance 0.343 · 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":4850004133}}}'

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.