Pith Number

pith:QQE64H5M

pith:2024:QQE64H5MJNPL74JGSKRBQX7QPM

not attested not anchored not stored refs pending

A Survey on LLM Inference-Time Self-Improvement

James Caverlee, Maria Teleki, Xiangjue Dong

arxiv:2412.14352 v1 · 2024-12-18 · 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{QQE64H5MJNPL74JGSKRBQX7QPM}

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

A Survey of Context Engineering for Large Language Models

Mitigating False Positives in Static Memory Safety Analysis of Rust Programs via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:51:46.052131Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8409ee1fac4b5ebff12692a2185ff07b3877595fc1b8f49132d170878d17ba66

Aliases

arxiv: 2412.14352 · arxiv_version: 2412.14352v1 · doi: 10.48550/arxiv.2412.14352 · pith_short_12: QQE64H5MJNPL · pith_short_16: QQE64H5MJNPL74JG · pith_short_8: QQE64H5M

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/QQE64H5MJNPL74JGSKRBQX7QPM \
  | 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: 8409ee1fac4b5ebff12692a2185ff07b3877595fc1b8f49132d170878d17ba66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c1656955d1f0a444c0f8bd41b1dc081949053b50a0b41150a123a38da647165",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-18T21:37:07Z",
    "title_canon_sha256": "078b86dacbc2224cd12a1cbd1be86308e55071f6d45eb391dd2ae394d19ba061"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14352",
    "kind": "arxiv",
    "version": 1
  }
}