Pith Number

pith:WK4DVKWC

pith:2024:WK4DVKWCUS4IULLVTOVKVJJ2SM

not attested not anchored not stored refs pending

Factuality of Large Language Models: A Survey

Fei Liu, Georgi Georgiev, Minghan Wang, Muhammad Arslan Manzoor, Preslav Nakov, Rocktim Jyoti Das, Yuxia Wang

arxiv:2402.02420 v3 · 2024-02-04 · 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{WK4DVKWCUS4IULLVTOVKVJJ2SM}

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

3 papers in Pith

Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation

Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks

Generating Findings for Jaw Cysts in Dental Panoramic Radiographs Using a GPT-Based VLM: A Preliminary Study on Building a Two-Stage Self-Correction Loop with Structured Output (SLSO) Framework

Receipt and verification

First computed	2026-07-05T09:28:47.490369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2b83aaac2a4b88a2d759baaaaa53a932053bc3b8d49ef911c67e67eb4780c42

Aliases

arxiv: 2402.02420 · arxiv_version: 2402.02420v3 · doi: 10.48550/arxiv.2402.02420 · pith_short_12: WK4DVKWCUS4I · pith_short_16: WK4DVKWCUS4IULLV · pith_short_8: WK4DVKWC

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/WK4DVKWCUS4IULLVTOVKVJJ2SM \
  | 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: b2b83aaac2a4b88a2d759baaaaa53a932053bc3b8d49ef911c67e67eb4780c42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f4855f09c973ccd30b10af55aa88599f3a71e93ee7351e80d191bb537a73431",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-04T09:36:31Z",
    "title_canon_sha256": "f18fa7f91d7777d5bffd290b06a240980ae954b1ccf4dbf1eef5e9e0549995e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02420",
    "kind": "arxiv",
    "version": 3
  }
}