Pith Number

pith:OQXPXYS2

pith:2023:OQXPXYS2PJBDSLGDHZYKPYWIV6

not attested not anchored not stored refs pending

ALMANACS: A Simulatability Benchmark for Language Model Explainability

Edmund Mills, Scott Emmons, Shiye Su, Stuart Russell

arxiv:2312.12747 v2 · 2023-12-20 · cs.LG · cs.AI · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OQXPXYS2PJBDSLGDHZYKPYWIV6}

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	2026-07-05T10:08:13.398255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

742efbe25a7a42392cc33e70a7e2c8af8133a762f80a8db5604c853bc4945de4

Aliases

arxiv: 2312.12747 · arxiv_version: 2312.12747v2 · doi: 10.48550/arxiv.2312.12747 · pith_short_12: OQXPXYS2PJBD · pith_short_16: OQXPXYS2PJBDSLGD · pith_short_8: OQXPXYS2

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/OQXPXYS2PJBDSLGDHZYKPYWIV6 \
  | 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: 742efbe25a7a42392cc33e70a7e2c8af8133a762f80a8db5604c853bc4945de4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56d49605aede8f0926d8f578f30a7dd02177e122117e5d71242453c03cda16be",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-20T03:44:18Z",
    "title_canon_sha256": "bbd6d1e1f5e444a0ecc3a40c1db451ed850f74342ca7489e0354d16710feb8b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12747",
    "kind": "arxiv",
    "version": 2
  }
}