Pith Number

pith:NMP6NLPJ

pith:2023:NMP6NLPJBTGBS5ZJ4B3NLY6MDU

not attested not anchored not stored refs pending

Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks

Bingsheng Yao, Dakuo Wang, Peng Zhang, Shao Zhang, Toby Jia-Jun Li, Tun Lu, Yun Wang, Yuxuan Lu

arxiv:2311.09825 v1 · 2023-11-16 · 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{NMP6NLPJBTGBS5ZJ4B3NLY6MDU}

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

A Multi-Stage Large Language Model Framework for Extracting Suicide-Related Social Determinants of Health

Receipt and verification

First computed	2026-07-05T07:13:33.369648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b1fe6ade90ccc197729e076d5e3cc1d25cfeaf87081a61b0660f63232f0f317

Aliases

arxiv: 2311.09825 · arxiv_version: 2311.09825v1 · doi: 10.48550/arxiv.2311.09825 · pith_short_12: NMP6NLPJBTGB · pith_short_16: NMP6NLPJBTGBS5ZJ · pith_short_8: NMP6NLPJ

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/NMP6NLPJBTGBS5ZJ4B3NLY6MDU \
  | 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: 6b1fe6ade90ccc197729e076d5e3cc1d25cfeaf87081a61b0660f63232f0f317

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0ff2f09185329efbe708261f2b56549892ac636335023f34ebe0b0c8d01259d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-16T11:51:13Z",
    "title_canon_sha256": "5906017ab53f52dee97ebf07376c0f5742e035971a4a3ffb7c9021137df70ce1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09825",
    "kind": "arxiv",
    "version": 1
  }
}