Pith Number

pith:AZ6SPJIV

pith:2024:AZ6SPJIVM22XRXF2HITZU5ZMB5

not attested not anchored not stored refs pending

What Are the Odds? Language Models Are Capable of Probabilistic Reasoning

Akshay Paruchuri, Daniel McDuff, Jacob Sunshine, Jake Garrison, John Hernandez, Shun Liao, Tim Althoff, Xin Liu

arxiv:2406.12830 v3 · 2024-06-18 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AZ6SPJIVM22XRXF2HITZU5ZMB5}

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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

1 paper in Pith

Can Revealed Preferences Clarify LLM Alignment and Steering?

Receipt and verification

First computed	2026-07-05T09:13:36.907205Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

067d27a51566b578dcba3a279a772c0f6d02fd395552d125aa2f149f07fe88f0

Aliases

arxiv: 2406.12830 · arxiv_version: 2406.12830v3 · doi: 10.48550/arxiv.2406.12830 · pith_short_12: AZ6SPJIVM22X · pith_short_16: AZ6SPJIVM22XRXF2 · pith_short_8: AZ6SPJIV

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/AZ6SPJIVM22XRXF2HITZU5ZMB5 \
  | 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: 067d27a51566b578dcba3a279a772c0f6d02fd395552d125aa2f149f07fe88f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "147de6d2154f90c31af0cdcd949ed111dabfa3753b25263b4ab39175c73e490e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-18T17:51:24Z",
    "title_canon_sha256": "95f9f7943e1f4eb8ebd61dd99ee2ea85282aaa17f7f639cba98c9ad08a73c26e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12830",
    "kind": "arxiv",
    "version": 3
  }
}