Pith Number

pith:5I7AW4EX

pith:2025:5I7AW4EXQZNFCDJ7JTIO7VA6RK

not attested not anchored not stored refs pending

Do Large Language Models Judge Error Severity Like Humans?

Diege Sun, Guanyi Chen, Tingting He, Xiaorong Cheng, Zhao Fan

arxiv:2506.05142 v2 · 2025-06-05 · 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{5I7AW4EXQZNFCDJ7JTIO7VA6RK}

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	2026-07-05T11:18:23.264513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea3e0b7097865a510d3f4cd0efd41e8aaa7ecf164079bce0db5871497b60afc9

Aliases

arxiv: 2506.05142 · arxiv_version: 2506.05142v2 · doi: 10.48550/arxiv.2506.05142 · pith_short_12: 5I7AW4EXQZNF · pith_short_16: 5I7AW4EXQZNFCDJ7 · pith_short_8: 5I7AW4EX

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/5I7AW4EXQZNFCDJ7JTIO7VA6RK \
  | 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: ea3e0b7097865a510d3f4cd0efd41e8aaa7ecf164079bce0db5871497b60afc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdc45a313b9bb51df037876ef85f24eaed9056125ebf702c02aad4e0dc46fb90",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-05T15:24:33Z",
    "title_canon_sha256": "54946b7194a63bc3d6780e3183ddc14975da3f2bcb71a79276bb42c6bc4664df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05142",
    "kind": "arxiv",
    "version": 2
  }
}