Pith Number

pith:UJSBRHU7

pith:2025:UJSBRHU7EI7CJ2AMHMQSS6HDXD

not attested not anchored not stored refs pending

Neural Message-Passing on Attention Graphs for Hallucination Detection

Fabrizio Frasca, Guy Bar-Shalom, Haggai Maron, Yftah Ziser

arxiv:2509.24770 v2 · 2025-09-29 · 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{UJSBRHU7EI7CJ2AMHMQSS6HDXD}

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	2026-07-28T02:23:18.292550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a264189e9f223e24e80c3b212978e3b8f0ccdcc4661684d3853aecd1bdddedca

Aliases

arxiv: 2509.24770 · arxiv_version: 2509.24770v2 · doi: 10.48550/arxiv.2509.24770 · pith_short_12: UJSBRHU7EI7C · pith_short_16: UJSBRHU7EI7CJ2AM · pith_short_8: UJSBRHU7

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/UJSBRHU7EI7CJ2AMHMQSS6HDXD \
  | 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: a264189e9f223e24e80c3b212978e3b8f0ccdcc4661684d3853aecd1bdddedca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a6883e4612b4cee11d8a9eca79d86c287643ec07d3d43858490b310dab1f662",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-29T13:37:12Z",
    "title_canon_sha256": "c92cf21fc88fbe158df6ef20a344ffa54a71e7645134d4431202251feaa32c92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.24770",
    "kind": "arxiv",
    "version": 2
  }
}