Pith Number

pith:RYCXIYM3

pith:2025:RYCXIYM35NRWX565QJB3I3TZRQ

not attested not anchored not stored refs pending

LLM-Prior: A Framework for Knowledge-Driven Prior Elicitation and Aggregation

Yongchao Huang

arxiv:2508.03766 v1 · 2025-08-05 · 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{RYCXIYM35NRWX565QJB3I3TZRQ}

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

2 papers in Pith

Calibration, Not Compilation: Detecting and Repairing Misspecified Probabilistic Programs Written by Language Models

AI4BayesCode: From Natural Language Descriptions to Validated Modular Stateful Bayesian Samplers

Receipt and verification

First computed	2026-07-05T11:49:14.779662Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e0574619beb636bf7dd8243b46e798c19bd2f11c7654a5d5894e75d1548bc0f

Aliases

arxiv: 2508.03766 · arxiv_version: 2508.03766v1 · doi: 10.48550/arxiv.2508.03766 · pith_short_12: RYCXIYM35NRW · pith_short_16: RYCXIYM35NRWX565 · pith_short_8: RYCXIYM3

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/RYCXIYM35NRWX565QJB3I3TZRQ \
  | 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: 8e0574619beb636bf7dd8243b46e798c19bd2f11c7654a5d5894e75d1548bc0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f2586a3c23e8fa1d9af29ee0bd832b4adff173d75a8363985c99d4f02f53a45",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-05T01:43:29Z",
    "title_canon_sha256": "a85cdf528f16e17a43fcbb209d2bb224e2e2999a85c2a91565307991e7e97c5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03766",
    "kind": "arxiv",
    "version": 1
  }
}