Pith Number

pith:ZVSCPYGN

pith:2024:ZVSCPYGND6TVIAGTATMU3HTIL5

not attested not anchored not stored refs pending

Measuring Emergent Capabilities of LLMs for Software Engineering: How Far Are We?

Alejandro Velasco, Conor O'Brien, Daniel Rodriguez-Cardenas, David N. Palacio, Denys Poshyvanyk

arxiv:2411.17927 v1 · 2024-11-26 · 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{ZVSCPYGND6TVIAGTATMU3HTIL5}

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.

Receipt and verification

First computed	2026-07-05T09:41:09.134571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd6427e0cd1fa75400d304d94d9e685f623de717485f8d65c616e54a536084d1

Aliases

arxiv: 2411.17927 · arxiv_version: 2411.17927v1 · doi: 10.48550/arxiv.2411.17927 · pith_short_12: ZVSCPYGND6TV · pith_short_16: ZVSCPYGND6TVIAGT · pith_short_8: ZVSCPYGN

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/ZVSCPYGND6TVIAGTATMU3HTIL5 \
  | 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: cd6427e0cd1fa75400d304d94d9e685f623de717485f8d65c616e54a536084d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ef79c9453d2d258bdf86981f6135518dd25daeec0fca5e376411a8cbf6eb99c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-11-26T22:48:55Z",
    "title_canon_sha256": "47824be282ad9968453f20ee0a02d553c7d57c05f2c47a7030d9623835a396dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17927",
    "kind": "arxiv",
    "version": 1
  }
}