Pith Number

pith:PVGXLFGY

pith:2024:PVGXLFGYQPO4ABUOWT4XYTKXSN

not attested not anchored not stored refs pending

Better Instruction-Following Through Minimum Bayes Risk

Amanda Bertsch, Graham Neubig, Ian Wu, Patrick Fernandes, Seungone Kim, Sina Pakazad

arxiv:2410.02902 v4 · 2024-10-03 · cs.CL · 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{PVGXLFGYQPO4ABUOWT4XYTKXSN}

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.

Cited by

1 paper in Pith

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Receipt and verification

First computed	2026-07-05T10:19:56.007441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d4d7594d883ddc0068eb4f97c4d579376f738e68037347c223b52a4b7d1557d

Aliases

arxiv: 2410.02902 · arxiv_version: 2410.02902v4 · doi: 10.48550/arxiv.2410.02902 · pith_short_12: PVGXLFGYQPO4 · pith_short_16: PVGXLFGYQPO4ABUO · pith_short_8: PVGXLFGY

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/PVGXLFGYQPO4ABUOWT4XYTKXSN \
  | 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: 7d4d7594d883ddc0068eb4f97c4d579376f738e68037347c223b52a4b7d1557d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e2ab7d11667ebcafd23e4c4df8171135c31701c2c36404db5fd95a8e6cf4ac4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-03T18:48:38Z",
    "title_canon_sha256": "6c465bcb02f8184bce92523e2ee6de6177efcf3d30bdd2b794b9ed219ef969fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02902",
    "kind": "arxiv",
    "version": 4
  }
}