pith. sign in
Pith Number

pith:HB5AJJOD

pith:2026:HB5AJJODMLK6W6Y5DYP3RA6FGN
not attested not anchored not stored refs pending

Let the Results Speak: A Replication-First Paradigm for LLM Behavioral Benchmarking

Junchen Wan, Lei Wang, Yao Liu, Yuming (Rapheal) Huang

arxiv:2605.27914 v1 · 2026-05-27 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HB5AJJODMLK6W6Y5DYP3RA6FGN}

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 2026-05-28T01:04:52.304223Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

387a04a5c362d5eb7b1d1e1fb883c5337727ee50d6a4982bce529bf9d5872038

Aliases

arxiv: 2605.27914 · arxiv_version: 2605.27914v1 · doi: 10.48550/arxiv.2605.27914 · pith_short_12: HB5AJJODMLK6 · pith_short_16: HB5AJJODMLK6W6Y5 · pith_short_8: HB5AJJOD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HB5AJJODMLK6W6Y5DYP3RA6FGN \
  | 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: 387a04a5c362d5eb7b1d1e1fb883c5337727ee50d6a4982bce529bf9d5872038
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "286afd0aa06e10da7b0a61723d07b582a5354d2856f3800961b59de2854e9f0b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-27T03:41:11Z",
    "title_canon_sha256": "ad3152153ce880186e2b9b74481faa545c488f2aa6b3df5502534e3b56706711"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27914",
    "kind": "arxiv",
    "version": 1
  }
}