Pith Number

pith:VQ5HYI27

pith:2023:VQ5HYI27ZRARPPH3ZFSYOZODGM

not attested not anchored not stored refs pending

Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models

Hongwei Wang, Qi Li, Tingyu Xie, Yan Zhang, Zuozhu Liu

arxiv:2311.08921 v3 · 2023-11-15 · 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{VQ5HYI27ZRARPPH3ZFSYOZODGM}

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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

LA-RL: Label-Aware Self-Reflection for Reinforcement Learning in Information Extraction

Receipt and verification

First computed	2026-07-05T07:58:45.865116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac3a7c235fcc4117bcfbc9658765c33319b572a5894a81fa0dc5efd767fda671

Aliases

arxiv: 2311.08921 · arxiv_version: 2311.08921v3 · doi: 10.48550/arxiv.2311.08921 · pith_short_12: VQ5HYI27ZRAR · pith_short_16: VQ5HYI27ZRARPPH3 · pith_short_8: VQ5HYI27

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/VQ5HYI27ZRARPPH3ZFSYOZODGM \
  | 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: ac3a7c235fcc4117bcfbc9658765c33319b572a5894a81fa0dc5efd767fda671

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7f1c2558e282dd51097a020da385b9ea6f2944f6568ced7d9446162194cdfb4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-15T12:47:52Z",
    "title_canon_sha256": "9b4eff47de6e9d7df9705b3af079318708c5f72fa83557b4e534daf3ca36488f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08921",
    "kind": "arxiv",
    "version": 3
  }
}