Pith Number

pith:SLHYX3PC

pith:2024:SLHYX3PCGBKNMNPTRKZFQYCO5S

not attested not anchored not stored refs pending

Unfamiliar Finetuning Examples Control How Language Models Hallucinate

Aviral Kumar, Claire Tomlin, Eric Wallace, Katie Kang, Sergey Levine

arxiv:2403.05612 v2 · 2024-03-08 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SLHYX3PCGBKNMNPTRKZFQYCO5S}

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

2 papers in Pith

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs

Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation

Receipt and verification

First computed	2026-07-05T08:24:24.441633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92cf8bede23054d635f38ab258604eecbca0a3494c6699920363c56b49b8ff7b

Aliases

arxiv: 2403.05612 · arxiv_version: 2403.05612v2 · doi: 10.48550/arxiv.2403.05612 · pith_short_12: SLHYX3PCGBKN · pith_short_16: SLHYX3PCGBKNMNPT · pith_short_8: SLHYX3PC

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/SLHYX3PCGBKNMNPTRKZFQYCO5S \
  | 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: 92cf8bede23054d635f38ab258604eecbca0a3494c6699920363c56b49b8ff7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72190cff04a87fa6745b4ed5884f7c8e8bf9ead39b3bcb17d2d742df069463ed",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-08T18:28:13Z",
    "title_canon_sha256": "a114f90f5dc886e65a231d624d29ca5d2e2ef9112b34842f3329a548a70226fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.05612",
    "kind": "arxiv",
    "version": 2
  }
}