Pith Number

pith:F7C55MXG

pith:2023:F7C55MXG7UY3YFZL4B6JFS6BOL

not attested not anchored not stored refs pending

Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!

Aixin Sun, Yixin Cao, YongChing Hong, Yubo Ma

arxiv:2303.08559 v2 · 2023-03-15 · 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{F7C55MXG7UY3YFZL4B6JFS6BOL}

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

3 papers in Pith

Geometric Decoherence Time in Lindbladian Dynamics

Retrieval-Augmented Generation for Large Language Models: A Survey

Job Skill Extraction via LLM-Centric Multi-Module Framework

Receipt and verification

First computed	2026-07-05T08:07:09.138729Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fc5deb2e6fd31bc172be07c92cbc172ce0008566c2b0a0c0c450956ecc2a305

Aliases

arxiv: 2303.08559 · arxiv_version: 2303.08559v2 · doi: 10.48550/arxiv.2303.08559 · pith_short_12: F7C55MXG7UY3 · pith_short_16: F7C55MXG7UY3YFZL · pith_short_8: F7C55MXG

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/F7C55MXG7UY3YFZL4B6JFS6BOL \
  | 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: 2fc5deb2e6fd31bc172be07c92cbc172ce0008566c2b0a0c0c450956ecc2a305

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e129e1cae79b9361117779e6194fbc748a0b2edfc3848ad99df6ec72b09eb7d9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-03-15T12:20:13Z",
    "title_canon_sha256": "326f5b1b0bf487027deba71482d9a96b6d79eac24a44a732ae7889eaaf823fa1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.08559",
    "kind": "arxiv",
    "version": 2
  }
}