Pith Number

pith:O4QUIFEY

pith:2024:O4QUIFEY3TDB6J4TY75S2H4JXB

not attested not anchored not stored refs pending

Demystifying Issues, Causes and Solutions in LLM Open-Source Projects

Mojtaba Shahin, Peng Liang, Yangxiao Cai, Yifei Wang, Zengyang Li

arxiv:2409.16559 v2 · 2024-09-25 · 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{O4QUIFEY3TDB6J4TY75S2H4JXB}

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

1 paper in Pith

Adaptive Testing for LLM-Based Applications: A Diversity-based Approach

Receipt and verification

First computed	2026-07-05T10:45:11.812407Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7721441498dcc61f2793c7fb2d1f89b860d23c62b3a16e2253626db5eb8f7ff3

Aliases

arxiv: 2409.16559 · arxiv_version: 2409.16559v2 · doi: 10.48550/arxiv.2409.16559 · pith_short_12: O4QUIFEY3TDB · pith_short_16: O4QUIFEY3TDB6J4T · pith_short_8: O4QUIFEY

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/O4QUIFEY3TDB6J4TY75S2H4JXB \
  | 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: 7721441498dcc61f2793c7fb2d1f89b860d23c62b3a16e2253626db5eb8f7ff3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22d586cb72f78eb76a401ff0cbdd1beaade65a5a7346b2abb5314f9bdd3172e1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-25T02:16:45Z",
    "title_canon_sha256": "4036ec93a9fd8f64d8e76cff112b1d2ead53082bbdb6cf4933bc13d314eb3d91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.16559",
    "kind": "arxiv",
    "version": 2
  }
}