Pith Number

pith:N57C6GEZ

pith:2026:N57C6GEZKZMMZ7XPXGIZOP55QI

not attested not anchored not stored refs pending

PPDL: LLM-Based Flows as Probabilistic Programs

Guillaume Baudart, Louis Mandel, Mandana Vaziri, Martin Hirzel

arxiv:2608.05234 v1 · 2026-08-05 · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N57C6GEZKZMMZ7XPXGIZOP55QI}

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	2026-08-07T00:46:34.710896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f7e2f18995658ccfeefb991973fbd8228a59d2939aa24e70389820738e03b06

Aliases

arxiv: 2608.05234 · arxiv_version: 2608.05234v1 · doi: 10.48550/arxiv.2608.05234 · pith_short_12: N57C6GEZKZMM · pith_short_16: N57C6GEZKZMMZ7XP · pith_short_8: N57C6GEZ

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/N57C6GEZKZMMZ7XPXGIZOP55QI \
  | 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: 6f7e2f18995658ccfeefb991973fbd8228a59d2939aa24e70389820738e03b06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f3801e4f033b2422c4f03a3161f4d71beafbd6f73c228199d49b193045fff95",
    "cross_cats_sorted": [
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-05T13:37:25Z",
    "title_canon_sha256": "bfcd3a6e5d6d78948ba066b3252ebb3335aeb20eecb6e526d414f8524a21c353"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05234",
    "kind": "arxiv",
    "version": 1
  }
}