Pith Number

pith:5GV5XCEE

pith:2023:5GV5XCEECGKA5S5HSPNAFA6G2S

not attested not anchored not stored refs pending

How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain

Mingchen Li, Rui Zhang

arxiv:2307.00186 v2 · 2023-07-01 · 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{5GV5XCEECGKA5S5HSPNAFA6G2S}

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

Task Decomposition for Efficient Annotation

DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition

Receipt and verification

First computed	2026-07-05T08:15:37.883633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9abdb888411940ecba793da0283c6d4bf28e34ede10634ba1a461af017cba77

Aliases

arxiv: 2307.00186 · arxiv_version: 2307.00186v2 · doi: 10.48550/arxiv.2307.00186 · pith_short_12: 5GV5XCEECGKA · pith_short_16: 5GV5XCEECGKA5S5H · pith_short_8: 5GV5XCEE

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/5GV5XCEECGKA5S5HSPNAFA6G2S \
  | 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: e9abdb888411940ecba793da0283c6d4bf28e34ede10634ba1a461af017cba77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9f412a036d194c0a86ce5a026e709be07614269757d46a89cb69d08eead8baa",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-01T01:18:09Z",
    "title_canon_sha256": "a25bb5b312e19383d4a99b51f1f8f1d977b3318e94fa7f403cba728f66d700a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.00186",
    "kind": "arxiv",
    "version": 2
  }
}