Pith Number

pith:STGVCSJ4

pith:2026:STGVCSJ4J3VO2OZQFS2JUFYA5R

not attested not anchored not stored refs pending

Auditing Protocol-Level Shortcuts in Large Audio Language Model Judges for Speech Evaluation

David M. Chan, Hiroshi Saruwatari, Joonyong Park, Yuki Saito

arxiv:2607.13477 v1 · 2026-07-15 · cs.SD · cs.CL · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STGVCSJ4J3VO2OZQFS2JUFYA5R}

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	2026-07-16T01:22:15.085553Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94cd51493c4eeaed3b302cb49a1700ec517331b7e7e98e3ee2a63e4cd6ae7ec7

Aliases

arxiv: 2607.13477 · arxiv_version: 2607.13477v1 · doi: 10.48550/arxiv.2607.13477 · pith_short_12: STGVCSJ4J3VO · pith_short_16: STGVCSJ4J3VO2OZQ · pith_short_8: STGVCSJ4

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/STGVCSJ4J3VO2OZQFS2JUFYA5R \
  | 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: 94cd51493c4eeaed3b302cb49a1700ec517331b7e7e98e3ee2a63e4cd6ae7ec7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d51d9ab5c26fbf9da6a5cee27a9ac531bdb5eb7cfd2f191ff14f2e0047dbd214",
    "cross_cats_sorted": [
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-07-15T06:10:53Z",
    "title_canon_sha256": "b442cb532cd4db502560a83b757488daaf9482a1d3931ccf7d2d6ad49353e119"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.13477",
    "kind": "arxiv",
    "version": 1
  }
}