Pith Number

pith:Y735HMZE

pith:2024:Y735HMZER6UGURPI3B4JDKLLHV

not attested not anchored not stored refs pending

Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning

Shiyu Chang, Tommi Jaakkola, Yang Zhang, Yujian Liu

arxiv:2410.19290 v1 · 2024-10-25 · 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{Y735HMZER6UGURPI3B4JDKLLHV}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T09:25:54.448735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7f7d3b3248fa86a45e8d87891a96b3d6781a2b87005464970ecacf96ff9a1b2

Aliases

arxiv: 2410.19290 · arxiv_version: 2410.19290v1 · doi: 10.48550/arxiv.2410.19290 · pith_short_12: Y735HMZER6UG · pith_short_16: Y735HMZER6UGURPI · pith_short_8: Y735HMZE

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/Y735HMZER6UGURPI3B4JDKLLHV \
  | 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: c7f7d3b3248fa86a45e8d87891a96b3d6781a2b87005464970ecacf96ff9a1b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac7d256caba84f5fefc08fead001c8547c4b99275fb6bd33d944bc707eda98bc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-25T03:48:51Z",
    "title_canon_sha256": "9900b3e29e013bf0bbb7784a339fd73fc6796cb823daaec1f9db60ef4450d63c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19290",
    "kind": "arxiv",
    "version": 1
  }
}