Pith Number

pith:I455A524

pith:2023:I455A524BATPWTHXFIWSTKOIYM

not attested not anchored not stored refs pending

Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP

Aaron Colak, Daniel J Perry, Laksh Advani, Prashant Shiralkar, Wei Du, Yashmeet Gambhir, Zhengzheng Xing

arxiv:2309.05619 v2 · 2023-09-11 · 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{I455A524BATPWTHXFIWSTKOIYM}

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.

Receipt and verification

First computed	2026-07-05T07:14:17.174533Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

473bd0775c0826fb4cf72a2d29a9c8c3276379b297316671ea914352290e648c

Aliases

arxiv: 2309.05619 · arxiv_version: 2309.05619v2 · doi: 10.48550/arxiv.2309.05619 · pith_short_12: I455A524BATP · pith_short_16: I455A524BATPWTHX · pith_short_8: I455A524

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/I455A524BATPWTHXFIWSTKOIYM \
  | 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: 473bd0775c0826fb4cf72a2d29a9c8c3276379b297316671ea914352290e648c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a90cfc210198436568aa03565fc8717a108dfd2c84551a652adbc09dfb6ffcc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-11T17:07:01Z",
    "title_canon_sha256": "a95d70d5f3bd410fea2b4c95d28e8bd3d2d7e27306fe5ea973ba9ae2ab1e931c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.05619",
    "kind": "arxiv",
    "version": 2
  }
}