Pith Number

pith:WAQ4UR5Z

pith:2024:WAQ4UR5Z4MEA4K6XYFIVUXFWM4

not attested not anchored not stored refs pending

A Critical Study of What Code-LLMs (Do Not) Learn

Abhinav Anand, Krishna Narasimhan, Mira Mezini, Shweta Verma

arxiv:2406.11930 v1 · 2024-06-17 · cs.SE · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WAQ4UR5Z4MEA4K6XYFIVUXFWM4}

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	2026-07-05T08:33:03.758251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b021ca47b9e3080e2bd7c1515a5cb66709de07dc164c6bbe4776d7827718285e

Aliases

arxiv: 2406.11930 · arxiv_version: 2406.11930v1 · doi: 10.48550/arxiv.2406.11930 · pith_short_12: WAQ4UR5Z4MEA · pith_short_16: WAQ4UR5Z4MEA4K6X · pith_short_8: WAQ4UR5Z

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/WAQ4UR5Z4MEA4K6XYFIVUXFWM4 \
  | 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: b021ca47b9e3080e2bd7c1515a5cb66709de07dc164c6bbe4776d7827718285e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "102d99a3d71eb570b0e4941098e77115b4ac28831d18fea9e92ebd4c224fd26a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-06-17T13:11:17Z",
    "title_canon_sha256": "96799a14c533c04084810349d89c1657b150b9b232285d3f85b9196852a174ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11930",
    "kind": "arxiv",
    "version": 1
  }
}