Pith Number

pith:KLMBXVYK

pith:2023:KLMBXVYKV4QV6H5KV5NX5PTZAC

not attested not anchored not stored refs pending

Sources of Hallucination by Large Language Models on Inference Tasks

Liang Cheng, Mark Johnson, Mark Steedman, Mohammad Javad Hosseini, Nick McKenna, Tianyi Li

arxiv:2305.14552 v2 · 2023-05-23 · 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{KLMBXVYKV4QV6H5KV5NX5PTZAC}

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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.

Cited by

6 papers in Pith

Scaling with Confidence: Calibrating Confidence of LLMs for Adaptive Test Time Scaling

RELIANCE: Curating and Evaluating Reproductive Health Information on Social Media

Mitigating Hallucinations in Large Language Models Via Decoder Layer Skipping

Self-Reported Confidence of Large Language Models in Gastroenterology: Analysis of Commercial, Open-Source, and Quantized Models

A Survey of Hallucination in Large Foundation Models

Receipt and verification

First computed	2026-07-05T07:03:25.523698Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52d81bd70aaf215f1faaaf5b7ebe7900b66d900164bb785d79db7be8bdfc9414

Aliases

arxiv: 2305.14552 · arxiv_version: 2305.14552v2 · doi: 10.48550/arxiv.2305.14552 · pith_short_12: KLMBXVYKV4QV · pith_short_16: KLMBXVYKV4QV6H5K · pith_short_8: KLMBXVYK

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/KLMBXVYKV4QV6H5KV5NX5PTZAC \
  | 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: 52d81bd70aaf215f1faaaf5b7ebe7900b66d900164bb785d79db7be8bdfc9414

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb9e0d4494b3c3a326ab3b336e424b225789421eb9e8dbbc109c75f5d9288d9b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T22:24:44Z",
    "title_canon_sha256": "2a21c4d5476faf9310aa847660c9e4b383599ea205be040e06bfd5133b0d4977"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14552",
    "kind": "arxiv",
    "version": 2
  }
}