Pith Number

pith:KUHZWVBZ

pith:2024:KUHZWVBZPFVWLAIJNGRAXYHB2V

not attested not anchored not stored refs pending

BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition

Ling Tian, Quanjiang Guo, Sijie Wang, Yihong Dong, Yu Zhang, Zhao Kang

arxiv:2412.02228 v1 · 2024-12-03 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KUHZWVBZPFVWLAIJNGRAXYHB2V}

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

1 paper in Pith

DiZiNER: Disagreement-guided Instruction Refinement via Pilot Annotation Simulation for Zero-shot Named Entity Recognition

Receipt and verification

First computed	2026-07-05T09:43:46.477413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

550f9b5439796b65810969a20be0e1d552caeabdf7633c44786f4942f96ab407

Aliases

arxiv: 2412.02228 · arxiv_version: 2412.02228v1 · doi: 10.48550/arxiv.2412.02228 · pith_short_12: KUHZWVBZPFVW · pith_short_16: KUHZWVBZPFVWLAIJ · pith_short_8: KUHZWVBZ

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/KUHZWVBZPFVWLAIJNGRAXYHB2V \
  | 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: 550f9b5439796b65810969a20be0e1d552caeabdf7633c44786f4942f96ab407

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ae4b370f2453af23c2825f799a3595856896f31b6c5061098d3bf88e066d982",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-03T07:51:14Z",
    "title_canon_sha256": "069714e4ac4abe673222fb6c34df944efff0eb4a7c57a010399372400a67af0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02228",
    "kind": "arxiv",
    "version": 1
  }
}