Pith Number

pith:LI7PLRDE

pith:2024:LI7PLRDEZ5CITDHAY2J7LCDQJQ

not attested not anchored not stored refs pending

On Efficient and Statistical Quality Estimation for Data Annotation

Jan-Christoph Klie, Juan Haladjian, Marc Kirchner, Rahul Nair

arxiv:2405.11919 v2 · 2024-05-20 · cs.LG · cs.AI · 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{LI7PLRDEZ5CITDHAY2J7LCDQJQ}

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

How Humans Help LLMs: Assessing and Incentivizing Human Preference Annotators

Incentivizing High-Quality Human Annotations with Golden Questions

Users as Annotators: LLM Preference Learning from Comparison Mode

Receipt and verification

First computed	2026-07-05T08:24:24.950558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a3ef5c464cf44898ce0c693f588704c0e8d1ad0a953df81bbab803639fc4367

Aliases

arxiv: 2405.11919 · arxiv_version: 2405.11919v2 · doi: 10.48550/arxiv.2405.11919 · pith_short_12: LI7PLRDEZ5CI · pith_short_16: LI7PLRDEZ5CITDHA · pith_short_8: LI7PLRDE

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/LI7PLRDEZ5CITDHAY2J7LCDQJQ \
  | 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: 5a3ef5c464cf44898ce0c693f588704c0e8d1ad0a953df81bbab803639fc4367

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef7e3033d5ed51c50e4a71923e9d91f50f09f1d86be412271ff4d91a281052ed",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-20T09:57:29Z",
    "title_canon_sha256": "85141fc9867dca8ce57e300311d9e184b0dc0c8b63e26194ba10a881714f64bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11919",
    "kind": "arxiv",
    "version": 2
  }
}