Pith Number

pith:ZZQUEICU

pith:2024:ZZQUEICUYRMWVMYOI2DVTFTRG4

not attested not anchored not stored refs pending

Banishing LLM Hallucinations Requires Rethinking Generalization

Ben Echols, Eda Zhou, Gregory Diamos, James Wong, Johnny Li, Naila Farooqui, Nithyashree Manohar, Saksham Consul, Sharon Zhou, Tian Wu, Yuxin Ye, Zhuxiaona Wei

arxiv:2406.17642 v2 · 2024-06-25 · 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{ZZQUEICUYRMWVMYOI2DVTFTRG4}

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

Whose Name Comes Up? II: Benchmarking and Intervention-Based Auditing of LLM-Based Scholar Recommendation

Receipt and verification

First computed	2026-07-05T12:03:42.949908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce61422054c4596ab30e46875996713704d758112b8bf3d8375c4bdc0512fbbb

Aliases

arxiv: 2406.17642 · arxiv_version: 2406.17642v2 · doi: 10.48550/arxiv.2406.17642 · pith_short_12: ZZQUEICUYRMW · pith_short_16: ZZQUEICUYRMWVMYO · pith_short_8: ZZQUEICU

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/ZZQUEICUYRMWVMYOI2DVTFTRG4 \
  | 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: ce61422054c4596ab30e46875996713704d758112b8bf3d8375c4bdc0512fbbb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9c37fe27c458776066d15baa7f5369e2d71ecb525432fc6488169f741ce440e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-25T15:31:01Z",
    "title_canon_sha256": "295d5c7566d6eae7faed2b1e685d055c1150c35c64045bfa94655bac7b07202f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.17642",
    "kind": "arxiv",
    "version": 2
  }
}