Pith Number

pith:STT55N72

pith:2024:STT55N72ETHKS2URH5BEV45X5I

not attested not anchored not stored refs pending

Non-Determinism of "Deterministic" LLM Settings

Adam Sloan, Alexa Chittams, Berk Atil, Breck Baldwin, Evan Radcliffe, Ferhan Ture, Guru Rajan Rajagopal, Lisheng Fu, Lixinyu Xu, Rebecca J. Passonneau, Sarp Aykent, Tomasz Tudrej, Zhe Wu

arxiv:2408.04667 v5 · 2024-08-06 · cs.CL · cs.AI · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STT55N72ETHKS2URH5BEV45X5I}

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

23 papers in Pith

Alignment Plausibility: A New Standard for Assuring AI in Healthcare

A Reliability Assessment of LALM Audio Judges for Full-Duplex Voice Agents

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows

Foundation Models as Oracles for Refactoring Correctness Detection

Disentangling Visual and Factual Correctness in LVLMs' Visualization Literacy

Receipt and verification

First computed	2026-07-05T10:43:25.246129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94e7deb7fa24cea96a913f424af3b7ea0d60eab200cde3f741b8e01e29d99b61

Aliases

arxiv: 2408.04667 · arxiv_version: 2408.04667v5 · doi: 10.48550/arxiv.2408.04667 · pith_short_12: STT55N72ETHK · pith_short_16: STT55N72ETHKS2UR · pith_short_8: STT55N72

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/STT55N72ETHKS2URH5BEV45X5I \
  | 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: 94e7deb7fa24cea96a913f424af3b7ea0d60eab200cde3f741b8e01e29d99b61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d6e3b5effa3aa5d479770b752184e0d92e79784576abe50af0895e20729fdf3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-06T16:43:35Z",
    "title_canon_sha256": "86bda973b208d281e2da204da74e7fa6a4ec39ed5f1eeffc34588aad8fb4cf50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.04667",
    "kind": "arxiv",
    "version": 5
  }
}