Pith Number

pith:4MAMWBUP

pith:2023:4MAMWBUPJNDUTT7FWCSAWGU2XL

not attested not anchored not stored refs pending

LLMEval: A Preliminary Study on How to Evaluate Large Language Models

Haipeng Yuan, Ming Zhang, Qi Zhang, Shichun Liu, Tao Gui, Xuanjing Huang, Yongyao Shi, Yue Zhang

arxiv:2312.07398 v2 · 2023-12-12 · cs.AI · 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{4MAMWBUPJNDUTT7FWCSAWGU2XL}

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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

Evaluation and Benchmarking of LLM Agents: A Survey

Receipt and verification

First computed	2026-07-05T07:24:57.978231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e300cb068f4b4749cfe5b0a40b1a9abaf010096aee98b1ed92c58fba2a9901b9

Aliases

arxiv: 2312.07398 · arxiv_version: 2312.07398v2 · doi: 10.48550/arxiv.2312.07398 · pith_short_12: 4MAMWBUPJNDU · pith_short_16: 4MAMWBUPJNDUTT7F · pith_short_8: 4MAMWBUP

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/4MAMWBUPJNDUTT7FWCSAWGU2XL \
  | 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: e300cb068f4b4749cfe5b0a40b1a9abaf010096aee98b1ed92c58fba2a9901b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6de331635c3315d22a3b30f2989b10e0dc648a4d9bbf319883431da05f52eea9",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-12T16:14:43Z",
    "title_canon_sha256": "8d28c33f3d9bb0c4f78034dbc0504ac2afe9f910d0deb14d925d1bfd019733df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.07398",
    "kind": "arxiv",
    "version": 2
  }
}