Pith Number

pith:UMYFQDDK

pith:2026:UMYFQDDKWMD4TYM2BPUUQNAKS3

not attested not anchored not stored refs pending

Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis

Jianhui Wang, Meng Yue, Tianqiao Zhao

arxiv:2607.24539 v1 · 2026-07-27 · cs.AI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMYFQDDKWMD4TYM2BPUUQNAKS3}

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	2026-07-28T02:24:08.953840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a330580c6ab307c9e19a0be948340a96f2ab46cb7c6051e43b902c336d39932e

Aliases

arxiv: 2607.24539 · arxiv_version: 2607.24539v1 · doi: 10.48550/arxiv.2607.24539 · pith_short_12: UMYFQDDKWMD4 · pith_short_16: UMYFQDDKWMD4TYM2 · pith_short_8: UMYFQDDK

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/UMYFQDDKWMD4TYM2BPUUQNAKS3 \
  | 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: a330580c6ab307c9e19a0be948340a96f2ab46cb7c6051e43b902c336d39932e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c35fb8024fa5729927e679d2a1c48b7073f49f80662a076f67cc07150da04a6b",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-27T15:17:15Z",
    "title_canon_sha256": "97bc1a474ee00b8e2df05e83bdec5c3ec5a91e77ec840ae7a2b968dc1ca1ac1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24539",
    "kind": "arxiv",
    "version": 1
  }
}