Pith Number

pith:HTHHMOOF

pith:2023:HTHHMOOF2OZZUW4ZB2HBSVINAJ

not attested not anchored not stored refs pending

Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)

Earl T. Barr, Kunal Suresh Pai, Premkumar Devanbu, Toufique Ahmed

arxiv:2304.06815 v3 · 2023-04-13 · cs.SE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HTHHMOOF2OZZUW4ZB2HBSVINAJ}

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.

Cited by

2 papers in Pith

Assessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation

Retrieval-Augmented Generation for AI-Generated Content: A Survey

Receipt and verification

First computed	2026-07-05T07:32:42.656736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3cce7639c5d3b39a5b990e8e19550d024942da233d0a57e585d0877160f6ada3

Aliases

arxiv: 2304.06815 · arxiv_version: 2304.06815v3 · doi: 10.48550/arxiv.2304.06815 · pith_short_12: HTHHMOOF2OZZ · pith_short_16: HTHHMOOF2OZZUW4Z · pith_short_8: HTHHMOOF

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/HTHHMOOF2OZZUW4ZB2HBSVINAJ \
  | 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: 3cce7639c5d3b39a5b990e8e19550d024942da233d0a57e585d0877160f6ada3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7060a4b3632e0b626a66024b3fb1f7fc34aaf6cf568fdc2e1b6e85d37fee7877",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-13T20:49:35Z",
    "title_canon_sha256": "86f56e0b1e119cdba8dace4378f9098384b65d6f932453c11a54588a53ddb2c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.06815",
    "kind": "arxiv",
    "version": 3
  }
}