Pith Number

pith:QAT5U7CW

pith:2024:QAT5U7CWKF4VR7WL455RYRS2LT

not attested not anchored not stored refs pending

You Augment Me: Exploring ChatGPT-based Data Augmentation for Semantic Code Search

Ensheng Shi, Hongyu Zhang, Hui Li, Jiachi Chen, Lianghong Guo, Menghan Wang, Wanjun Zhong, Wenqing Chen, Yanlin Wang, Zibin Zheng, Ziyu Lyu

arxiv:2408.05542 v2 · 2024-08-10 · 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{QAT5U7CWKF4VR7WL455RYRS2LT}

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	2026-07-05T08:56:24.113719Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8027da7c56517958fecbe77b1c465a5cecde5d3702c33bc437c4d337b671b4c6

Aliases

arxiv: 2408.05542 · arxiv_version: 2408.05542v2 · doi: 10.48550/arxiv.2408.05542 · pith_short_12: QAT5U7CWKF4V · pith_short_16: QAT5U7CWKF4VR7WL · pith_short_8: QAT5U7CW

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/QAT5U7CWKF4VR7WL455RYRS2LT \
  | 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: 8027da7c56517958fecbe77b1c465a5cecde5d3702c33bc437c4d337b671b4c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec858f48a9ea3396024896433ce59f152790e012885b53e3641422a04cd84f43",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-10T12:51:21Z",
    "title_canon_sha256": "db4a0b142b36e5eb6b85021c793fa61ef58c7f838af54024883320cb1f4a0a7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.05542",
    "kind": "arxiv",
    "version": 2
  }
}