Pith Number

pith:HRPB53B7

pith:2022:HRPB53B7YJYDB2WBGIDSDXZWCJ

not attested not anchored not stored refs pending

Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions

Daniel Tarlow, Daniel Zheng, David Bieber, Hugo Larochelle, Rishab Goel

arxiv:2203.03771 v1 · 2022-03-07 · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HRPB53B7YJYDB2WBGIDSDXZWCJ}

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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

How Robustly do LLMs Understand Execution Semantics?

Receipt and verification

First computed	2026-07-05T04:09:49.906527Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c5e1eec3fc27030eac1320721df36124fddfc8a47a6a454a1dd8afb3fbbf3e8

Aliases

arxiv: 2203.03771 · arxiv_version: 2203.03771v1 · doi: 10.48550/arxiv.2203.03771 · pith_short_12: HRPB53B7YJYD · pith_short_16: HRPB53B7YJYDB2WB · pith_short_8: HRPB53B7

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/HRPB53B7YJYDB2WBGIDSDXZWCJ \
  | 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: 3c5e1eec3fc27030eac1320721df36124fddfc8a47a6a454a1dd8afb3fbbf3e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "482152e2f36855a15b16f775ab8c9a69200c6473f6480273f745a9a26c8534e1",
    "cross_cats_sorted": [
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-07T23:17:17Z",
    "title_canon_sha256": "74dbc740a3ffe7bb6358e17b199b651a3b37d3c9bdab7347aa65f20bd5103143"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.03771",
    "kind": "arxiv",
    "version": 1
  }
}