Pith Number

pith:HOSQXR4R

pith:2025:HOSQXR4RVW6DMLHMLSPETIG32S

not attested not anchored not stored refs pending

Exploring Large Language Models for Analyzing and Improving Method Names in Scientific Code

Anthony Peruma, Carol Wong, Gunnar Larsen

arxiv:2507.16439 v1 · 2025-07-22 · 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{HOSQXR4RVW6DMLHMLSPETIG32S}

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	2026-07-05T11:41:09.429556Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ba50bc791adbc362cec5c9e49a0dbd4b75bc847d7cc71d09342092121d858f3

Aliases

arxiv: 2507.16439 · arxiv_version: 2507.16439v1 · doi: 10.48550/arxiv.2507.16439 · pith_short_12: HOSQXR4RVW6D · pith_short_16: HOSQXR4RVW6DMLHM · pith_short_8: HOSQXR4R

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/HOSQXR4RVW6DMLHMLSPETIG32S \
  | 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: 3ba50bc791adbc362cec5c9e49a0dbd4b75bc847d7cc71d09342092121d858f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2dbea09016c514a443121fa99ad22bb435b64d60951a8ccb40b9c434bc8bf4f9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-22T10:33:49Z",
    "title_canon_sha256": "1d41a839c61cba8aff6758885885728061beb6997aa6982f875103bf64fd0716"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16439",
    "kind": "arxiv",
    "version": 1
  }
}