Pith Number

pith:S4R3WHYR

pith:2024:S4R3WHYRMGMXUBCHFZC77I5VIR

not attested not anchored not stored refs pending

Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness

Baolong Bi, Hongcheng Gao, Junfeng Fang, Lingrui Mei, Shenghua Liu, Shiyu Ni, Xueqi Cheng, Yiwei Wang

arxiv:2404.00216 v2 · 2024-03-30 · 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{S4R3WHYRMGMXUBCHFZC77I5VIR}

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.

Receipt and verification

First computed	2026-07-05T09:15:30.960950Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9723bb1f1161997a04472e45ffa3b5447b85f8a10ed32df551716e5a41fa8213

Aliases

arxiv: 2404.00216 · arxiv_version: 2404.00216v2 · doi: 10.48550/arxiv.2404.00216 · pith_short_12: S4R3WHYRMGMX · pith_short_16: S4R3WHYRMGMXUBCH · pith_short_8: S4R3WHYR

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/S4R3WHYRMGMXUBCHFZC77I5VIR \
  | 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: 9723bb1f1161997a04472e45ffa3b5447b85f8a10ed32df551716e5a41fa8213

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a373117fc15a0654754cef3272853cbf60a35b7cfdad2a767def548a59077cb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-30T02:08:28Z",
    "title_canon_sha256": "0a7d5534d667386b7f4b6392bad6de62413e681100cda972f12a9a51c044ca53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.00216",
    "kind": "arxiv",
    "version": 2
  }
}