Pith Number

pith:TBT36DAY

pith:2024:TBT36DAYH3GCTUELPLKGSOZLPD

not attested not anchored not stored refs pending

Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation

Huawei Shen, Jia Gu, Liang Pang, Xueqi Cheng

arxiv:2404.09043 v3 · 2024-04-13 · 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{TBT36DAYH3GCTUELPLKGSOZLPD}

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

3 papers in Pith

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DynamicPO: Dynamic Preference Optimization for Recommendation

Receipt and verification

First computed	2026-07-05T09:50:46.804117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9867bf0c183ecc29d08b7ad4693b2b78f3b82d177b4eb7a66db3eb01145571ad

Aliases

arxiv: 2404.09043 · arxiv_version: 2404.09043v3 · doi: 10.48550/arxiv.2404.09043 · pith_short_12: TBT36DAYH3GC · pith_short_16: TBT36DAYH3GCTUEL · pith_short_8: TBT36DAY

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/TBT36DAYH3GCTUELPLKGSOZLPD \
  | 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: 9867bf0c183ecc29d08b7ad4693b2b78f3b82d177b4eb7a66db3eb01145571ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc7e538e202ab52a5aa8258c8f6d089a01dce8c672d45a5e8784159a657bb43e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-13T16:59:28Z",
    "title_canon_sha256": "a778d34cbf3758240c827edd0d3420064a90187912ad24cd291f4e25e887b579"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.09043",
    "kind": "arxiv",
    "version": 3
  }
}