Pith Number

pith:EFEZ62HH

pith:2023:EFEZ62HHLPPNB64HBQU65IPPSL

not attested not anchored not stored refs pending

Prompting Is All You Need: Automated Android Bug Replay with Large Language Models

Chunyang Chen, Sidong Feng

arxiv:2306.01987 v3 · 2023-06-03 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EFEZ62HHLPPNB64HBQU65IPPSL}

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

2 papers in Pith

ImproBR: Bug Report Improver Using LLMs

Feedback-Driven Execution for LLM-Based Binary Analysis

Receipt and verification

First computed	2026-07-05T08:16:41.466075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21499f68e75bded0fb870c29eea1ef92ff60d94669a558fd72348f2f35c1d2ff

Aliases

arxiv: 2306.01987 · arxiv_version: 2306.01987v3 · doi: 10.48550/arxiv.2306.01987 · pith_short_12: EFEZ62HHLPPN · pith_short_16: EFEZ62HHLPPNB64H · pith_short_8: EFEZ62HH

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/EFEZ62HHLPPNB64HBQU65IPPSL \
  | 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: 21499f68e75bded0fb870c29eea1ef92ff60d94669a558fd72348f2f35c1d2ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b1e303b8044320f52117d4da918a7c81ba940a479cf5136183d672d7d77281d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-06-03T03:03:52Z",
    "title_canon_sha256": "41976e2f58686e742086b87b7a439089dea83462949cde91a1a0f23dfa445135"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01987",
    "kind": "arxiv",
    "version": 3
  }
}