Pith. sign in
Pith Number

pith:UUKCA5CL

pith:2024:UUKCA5CLQ7AMNVSNDS52N4ZPOD
not attested not anchored not stored refs pending

A Debate-Driven Experiment on LLM Hallucinations and Accuracy

Flora Yasmin, Grant Ayala, Kevin Martinez, Kevin Zhu, Michael Lam, Ray Li, Tanishka Bagade

arxiv:2410.19485 v1 · 2024-10-25 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UUKCA5CLQ7AMNVSNDS52N4ZPOD}

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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.
Receipt and verification
First computed 2026-07-05T09:25:57.331070Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a51420744b87c0c6d64d1cbba6f32f70ef915a2df2f9f76781d1b84c779eb9c8

Aliases

arxiv: 2410.19485 · arxiv_version: 2410.19485v1 · doi: 10.48550/arxiv.2410.19485 · pith_short_12: UUKCA5CLQ7AM · pith_short_16: UUKCA5CLQ7AMNVSN · pith_short_8: UUKCA5CL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UUKCA5CLQ7AMNVSNDS52N4ZPOD \
  | 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: a51420744b87c0c6d64d1cbba6f32f70ef915a2df2f9f76781d1b84c779eb9c8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8bce154ffac5c651ba53d9a1aa10df9915c6d97c290df1e72b6e8fc18d7aa3f0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-25T11:41:27Z",
    "title_canon_sha256": "e0f0ec6fb62a5dff936ad032ff81eb971003b3ba3b9f982725e93b9b6b26ae80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19485",
    "kind": "arxiv",
    "version": 1
  }
}