Pith Number

pith:FECKZHZO

pith:2024:FECKZHZON6P4N7IHW54K4IVJHS

not attested not anchored not stored refs pending

Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

Christoph Treude, Michael Pradel, Premkumar Devanbu, Toufique Ahmed

arxiv:2408.05534 v2 · 2024-08-10 · cs.SE · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FECKZHZON6P4N7IHW54K4IVJHS}

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

Leveraging Language Models for Log Statement Generation in Multilingual Scenarios: How Far Are We?

Receipt and verification

First computed	2026-07-05T10:09:46.087899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2904ac9f2e6f9fc6fd07b778ae22a93cb65672a9027a41397dee0de1e887d722

Aliases

arxiv: 2408.05534 · arxiv_version: 2408.05534v2 · doi: 10.48550/arxiv.2408.05534 · pith_short_12: FECKZHZON6P4 · pith_short_16: FECKZHZON6P4N7IH · pith_short_8: FECKZHZO

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/FECKZHZON6P4N7IHW54K4IVJHS \
  | 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: 2904ac9f2e6f9fc6fd07b778ae22a93cb65672a9027a41397dee0de1e887d722

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64448ac4e71cf837581d8a9b120fafb8148127ba0f4e82355430f81762122396",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-10T12:30:01Z",
    "title_canon_sha256": "87388b4d1a9fcab37353910e4c0076fb13ccb1faea7a1274192982a95e3d339c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.05534",
    "kind": "arxiv",
    "version": 2
  }
}