Pith Number

pith:RYVRK4JJ

pith:2025:RYVRK4JJRHTBKWQOQABLAPAISD

not attested not anchored not stored refs pending

A Contemporary Survey of Large Language Model Assisted Program Analysis

Jiayimei Wang, Qingchuan Zhao, Tao Ni, Wei-Bin Lee

arxiv:2502.18474 v1 · 2025-02-05 · cs.SE · 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{RYVRK4JJRHTBKWQOQABLAPAISD}

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

Detecting Vulnerability-Inducing Commits via Multi-Stage Reasoning with LLM-Based Agents

Satisfiability Solving with LLMs: A Matched-Pair Evaluation of Reasoning Capability

Learning When to Remember: Risk-Sensitive Contextual Bandits for Abstention-Aware Memory Retrieval in LLM-Based Coding Agents

Receipt and verification

First computed	2026-07-05T10:19:58.406774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e2b15712989e6155a0e8002b03c0890ee186695e88f46f06d935415f7bafc61

Aliases

arxiv: 2502.18474 · arxiv_version: 2502.18474v1 · doi: 10.48550/arxiv.2502.18474 · pith_short_12: RYVRK4JJRHTB · pith_short_16: RYVRK4JJRHTBKWQO · pith_short_8: RYVRK4JJ

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/RYVRK4JJRHTBKWQOQABLAPAISD \
  | 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: 8e2b15712989e6155a0e8002b03c0890ee186695e88f46f06d935415f7bafc61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79372b25e89826e0642744870671928a4f21f185c74665fd05c42eba81d07250",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-02-05T14:27:17Z",
    "title_canon_sha256": "2c745bf118d330763504a59672ed30d605e92725974b89188d9e92769a7bfe8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18474",
    "kind": "arxiv",
    "version": 1
  }
}