Pith Number

pith:C4SXMZQG

pith:2024:C4SXMZQGLHNQ2YVG6EAYQSUCHM

not attested not anchored not stored refs pending

Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization

Collin McMillan, Jiliang Li, Kevin Leach, Yifan Zhang, Yu Huang, Zachary Karas

arxiv:2402.14182 v1 · 2024-02-22 · 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{C4SXMZQGLHNQ2YVG6EAYQSUCHM}

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	2026-07-05T07:48:06.522826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

172576660659db0d62a6f101884a823b1896fc48caabee1842c18d291b181fd9

Aliases

arxiv: 2402.14182 · arxiv_version: 2402.14182v1 · doi: 10.48550/arxiv.2402.14182 · pith_short_12: C4SXMZQGLHNQ · pith_short_16: C4SXMZQGLHNQ2YVG · pith_short_8: C4SXMZQG

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/C4SXMZQGLHNQ2YVG6EAYQSUCHM \
  | 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: 172576660659db0d62a6f101884a823b1896fc48caabee1842c18d291b181fd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff36bf4bb83411797d7c9441539defa65c358655b15ccf773590f31af6a3eddb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-22T00:01:02Z",
    "title_canon_sha256": "9f533dc1070dab469f6792b828755464f9b341540fd19e060da74438938cfefa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14182",
    "kind": "arxiv",
    "version": 1
  }
}