Pith Number

pith:YRHVAUTX

pith:2024:YRHVAUTXZ3I5BDOP63GBTS5DD5

not attested not anchored not stored refs pending

Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study

Mao Zheng, Mingyang Song, Xuan Luo, Yue Pan

arxiv:2406.11629 v6 · 2024-06-17 · 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{YRHVAUTXZ3I5BDOP63GBTS5DD5}

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

2 papers in Pith

A Survey of Scaling in Large Language Model Reasoning

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Receipt and verification

First computed	2026-07-05T10:09:44.823555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c44f505277ced1d08dcff6cc19cba31f562aefc9e0f47e87c0e502b03d16e6c1

Aliases

arxiv: 2406.11629 · arxiv_version: 2406.11629v6 · doi: 10.48550/arxiv.2406.11629 · pith_short_12: YRHVAUTXZ3I5 · pith_short_16: YRHVAUTXZ3I5BDOP · pith_short_8: YRHVAUTX

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/YRHVAUTXZ3I5BDOP63GBTS5DD5 \
  | 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: c44f505277ced1d08dcff6cc19cba31f562aefc9e0f47e87c0e502b03d16e6c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "917dffb0a5115d5e62e7ce40e73bfebfc76de37677c2b5a723c0e245cdbec166",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T15:11:58Z",
    "title_canon_sha256": "84d960fef51f102d7b02278277cecaeea1e54b211c75c6438d5c66ae03c41d1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11629",
    "kind": "arxiv",
    "version": 6
  }
}