pith. sign in
Pith Number

pith:U6EM56KD

pith:2026:U6EM56KDW7VGQ3BN2F7DJ3PBCU
not attested not anchored not stored refs pending

Structure Enables Effective Self-Localization of Errors in LLMs

Akshayaa Magesh, Ankur Samanta, Ayush Jain, Boris Vidolov, Daniel Jiang, Jalaj Bhandari, Kaveh Hassani, Kavosh Asadi, Paul Sajda, Yonathan Efroni, Youliang Yu

arxiv:2602.02416 v2 · 2026-02-02 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{U6EM56KDW7VGQ3BN2F7DJ3PBCU}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-06-02T01:03:41.976127Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a788cef943b7ea686c2dd17e34ede1151b1e998d3324405948dfd89cb3441b14

Aliases

arxiv: 2602.02416 · arxiv_version: 2602.02416v2 · doi: 10.48550/arxiv.2602.02416 · pith_short_12: U6EM56KDW7VG · pith_short_16: U6EM56KDW7VGQ3BN · pith_short_8: U6EM56KD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/U6EM56KDW7VGQ3BN2F7DJ3PBCU \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a788cef943b7ea686c2dd17e34ede1151b1e998d3324405948dfd89cb3441b14
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4a12eb144e0be01da0c963bb738bc4beafaa38a3ca282e1a161ef85dc6f25a5f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-02T18:15:59Z",
    "title_canon_sha256": "52452f10a16b30e48007214090364b10d2270e13b45e39215283ce5b87c8db41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.02416",
    "kind": "arxiv",
    "version": 2
  }
}