Pith Number

pith:6NUXOKEA

pith:2024:6NUXOKEAB6CGBNAKGAPGEDKLNF

not attested not anchored not stored refs pending

SAUP: Situation Awareness Uncertainty Propagation on LLM Agent

Haifeng Chen, Huaxiu Yao, Katsushi Matsuda, Mika Oishi, Qiwei Zhao, Takao Osaki, Wei Cheng, Xujiang Zhao, Yanchi Liu, Yiyou Sun

arxiv:2412.01033 v1 · 2024-12-02 · cs.CL · 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{6NUXOKEAB6CGBNAKGAPGEDKLNF}

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

3 papers in Pith

Confidence Laundering in Agent Systems: Why Uncertainty Needs a Latent Carrier

Proper Scoring Rules for Agentic Uncertainty Quantification

Helicase: Uncertainty-Guided Supply Chain Knowledge Graph Construction with Autonomous Multi-Agent LLMs

Receipt and verification

First computed	2026-07-05T09:42:52.456866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3697728800f8460b40a301e620d4b697042ebf66a4cf8898765ebf2e25c19be

Aliases

arxiv: 2412.01033 · arxiv_version: 2412.01033v1 · doi: 10.48550/arxiv.2412.01033 · pith_short_12: 6NUXOKEAB6CG · pith_short_16: 6NUXOKEAB6CGBNAK · pith_short_8: 6NUXOKEA

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/6NUXOKEAB6CGBNAKGAPGEDKLNF \
  | 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: f3697728800f8460b40a301e620d4b697042ebf66a4cf8898765ebf2e25c19be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fbe26065ecdf66968e88b4c4ac1527ea394faa61ee7e81b17f95ee6b08986ec",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-02T01:31:13Z",
    "title_canon_sha256": "a919ebd1aaa70255f6a3b679778dd733c934e95875fafef525cdeb3792f3fc41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01033",
    "kind": "arxiv",
    "version": 1
  }
}