Pith Number

pith:N2TS2VUG

pith:2026:N2TS2VUGQ7ZM2N3FURXMVKJUSF

not attested not anchored not stored refs pending

Who can we trust? LLM-as-a-jury for Comparative Assessment

Guangzhi Sun, Kate M. Knill, Mark J.F. Gales, Mengjie Qian

arxiv:2602.16610 v2 · 2026-02-18 · 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{N2TS2VUGQ7ZM2N3FURXMVKJUSF}

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

Calibrate, Don't Curate: Label-Efficient Estimation from Noisy LLM Judges

Receipt and verification

First computed	2026-05-29T01:05:05.164555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ea72d568687f2cd3765a46ecaa934916caa6676ba77fe81f539581ea59d9877

Aliases

arxiv: 2602.16610 · arxiv_version: 2602.16610v2 · doi: 10.48550/arxiv.2602.16610 · pith_short_12: N2TS2VUGQ7ZM · pith_short_16: N2TS2VUGQ7ZM2N3F · pith_short_8: N2TS2VUG

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/N2TS2VUGQ7ZM2N3FURXMVKJUSF \
  | 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: 6ea72d568687f2cd3765a46ecaa934916caa6676ba77fe81f539581ea59d9877

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a46616821e523376cbd0e9d9246cb60599e45839965d5610559c4895f826fe3d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-02-18T17:04:02Z",
    "title_canon_sha256": "f7c766b50acb68e2ed5b5956f5be8d817940e9ead24fbb5874a334ae37514563"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.16610",
    "kind": "arxiv",
    "version": 2
  }
}