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pith:UFYPRJUD

pith:2024:UFYPRJUD6IAXKTOC7YQHFBAWVJ
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The Human Factor in Detecting Errors of Large Language Models: A Systematic Literature Review and Future Research Directions

Christian A. Schiller

arxiv:2403.09743 v1 · 2024-03-13 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{UFYPRJUD6IAXKTOC7YQHFBAWVJ}

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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.

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1 paper in Pith

Receipt and verification
First computed 2026-07-05T07:56:24.359247Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a170f8a683f201754dc2fe20728416aa43599061310fe63b5aff6727d65abf35

Aliases

arxiv: 2403.09743 · arxiv_version: 2403.09743v1 · doi: 10.48550/arxiv.2403.09743 · pith_short_12: UFYPRJUD6IAX · pith_short_16: UFYPRJUD6IAXKTOC · pith_short_8: UFYPRJUD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UFYPRJUD6IAXKTOC7YQHFBAWVJ \
  | 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: a170f8a683f201754dc2fe20728416aa43599061310fe63b5aff6727d65abf35
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "05cbeb1a50b9f9ea009babce1283ba3643a8b71f521acccaec80f269b3f1d6ac",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-13T21:39:39Z",
    "title_canon_sha256": "b2171dbc47f3f603dbfe14523e101c5cd94e7116f28dc4af9628f5cc647263c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09743",
    "kind": "arxiv",
    "version": 1
  }
}