Pith Number

pith:GV4VUOGH

pith:2025:GV4VUOGHGAEP3N67GYOBZFUK4J

not attested not anchored not stored refs pending

A Comprehensive Study on the Use of Word Embedding Models in Software Engineering Domain

Jingxuan Zhang, Lianyi Zhi, Qianshuang Meng, Weiqin Zou, Xiaohan Chen

arxiv:2505.17634 v1 · 2025-05-23 · 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{GV4VUOGHGAEP3N67GYOBZFUK4J}

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	2026-07-05T11:08:29.740572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35795a38c73008fdb7df361c1c968ae24e497d70a3988e79860061cccd90658d

Aliases

arxiv: 2505.17634 · arxiv_version: 2505.17634v1 · doi: 10.48550/arxiv.2505.17634 · pith_short_12: GV4VUOGHGAEP · pith_short_16: GV4VUOGHGAEP3N67 · pith_short_8: GV4VUOGH

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/GV4VUOGHGAEP3N67GYOBZFUK4J \
  | 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: 35795a38c73008fdb7df361c1c968ae24e497d70a3988e79860061cccd90658d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e272cf4c7d31dc54dbcf3f3719968d5b897d577d65e8220abc54bddf43b70c8a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-23T08:52:29Z",
    "title_canon_sha256": "19155c6c629a404a3bfe7621009bc543fa197b1777e045afea75dab2a8cc8dbb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17634",
    "kind": "arxiv",
    "version": 1
  }
}