Pith Number

pith:WOJCZCFE

pith:2021:WOJCZCFETLL5UV54P4WJTV7JKZ

not attested not anchored not stored refs pending

WRENCH: A Comprehensive Benchmark for Weak Supervision

Alexander Ratner, Jieyu Zhang, Mao Yang, Yaming Yang, Yinghao Li, Yue Yu, Yujing Wang

arxiv:2109.11377 v2 · 2021-09-23 · cs.LG · cs.AI · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WOJCZCFETLL5UV54P4WJTV7JKZ}

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

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process

HackerSignal: A Large-Scale Multi-Source Dataset Linking Hacker Community Discourse to the CVE Vulnerability Lifecycle

Receipt and verification

First computed	2026-07-05T03:21:14.204999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3922c88a49ad7da57bc7f2c99d7e9564c822ded12e43590be4f2770fefd8590

Aliases

arxiv: 2109.11377 · arxiv_version: 2109.11377v2 · doi: 10.48550/arxiv.2109.11377 · pith_short_12: WOJCZCFETLL5 · pith_short_16: WOJCZCFETLL5UV54 · pith_short_8: WOJCZCFE

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/WOJCZCFETLL5UV54P4WJTV7JKZ \
  | 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: b3922c88a49ad7da57bc7f2c99d7e9564c822ded12e43590be4f2770fefd8590

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0420093d96ad2985858d821b478a6fbd4ff17cf7d9a6061026934c2cfb11c5f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-23T13:47:16Z",
    "title_canon_sha256": "0a1b7d8757c271efac924077708f7dd460de149e4277b42528e4b2f7b68d5bc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.11377",
    "kind": "arxiv",
    "version": 2
  }
}