Pith Number

pith:E3XVBX4U

pith:2021:E3XVBX4UGN2QGNGRMF5TOZADPE

not attested not anchored not stored refs pending

Examining Zero-Shot Vulnerability Repair with Large Language Models

Baleegh Ahmad, Benjamin Tan, Brendan Dolan-Gavitt, Hammond Pearce, Ramesh Karri

arxiv:2112.02125 v3 · 2021-12-03 · cs.CR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E3XVBX4UGN2QGNGRMF5TOZADPE}

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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.

Cited by

1 paper in Pith

Characterizing initial human-AI proof formalization workflows

Receipt and verification

First computed	2026-07-05T04:48:09.283778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26ef50df9433750334d1617b376403793b69b84648a40b41e0171afc90896237

Aliases

arxiv: 2112.02125 · arxiv_version: 2112.02125v3 · doi: 10.48550/arxiv.2112.02125 · pith_short_12: E3XVBX4UGN2Q · pith_short_16: E3XVBX4UGN2QGNGR · pith_short_8: E3XVBX4U

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/E3XVBX4UGN2QGNGRMF5TOZADPE \
  | 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: 26ef50df9433750334d1617b376403793b69b84648a40b41e0171afc90896237

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e36803710ff114fb112fed53845fdf41f733477d84a39da3399db0dab4d2e9f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-12-03T19:15:02Z",
    "title_canon_sha256": "9579f8cc8f2502865b761150021acd67eb2a97b20656a05c886369092e149ba0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.02125",
    "kind": "arxiv",
    "version": 3
  }
}