Pith Number

pith:LW3OCMMU

pith:2025:LW3OCMMUGNWYAND5X32XYETUSB

not attested not anchored not stored refs pending

Recovering Event Probabilities from Large Language Model Embeddings via Axiomatic Constraints

Haijiang Yan, Jian-Qiao Zhu, Thomas L. Griffiths

arxiv:2505.07883 v1 · 2025-05-10 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LW3OCMMUGNWYAND5X32XYETUSB}

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	2026-07-05T11:01:58.971185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5db6e13194336d80347dbef57c1274905b15badd1eed14bbc4c97a3932c12996

Aliases

arxiv: 2505.07883 · arxiv_version: 2505.07883v1 · doi: 10.48550/arxiv.2505.07883 · pith_short_12: LW3OCMMUGNWY · pith_short_16: LW3OCMMUGNWYAND5 · pith_short_8: LW3OCMMU

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/LW3OCMMUGNWYAND5X32XYETUSB \
  | 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: 5db6e13194336d80347dbef57c1274905b15badd1eed14bbc4c97a3932c12996

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6cc8bce57b2f79bca71bac3713759466f569ce05c7d0138cb6e0d1c249d9cd7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-10T19:04:56Z",
    "title_canon_sha256": "2c64248ea44558a5a3704f70cab90e7d1c9cef6bec701edd446692467fb37467"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07883",
    "kind": "arxiv",
    "version": 1
  }
}