Pith Number

pith:YZ6Q7P33

pith:2024:YZ6Q7P33NNE2RZKJ2FTV6YKXCH

not attested not anchored not stored refs pending

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation

Matthew Dwyer, Raygan Taylor, Soneya Binta Hossain

arxiv:2412.09360 v2 · 2024-12-12 · 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{YZ6Q7P33NNE2RZKJ2FTV6YKXCH}

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

LogicHunter: Testing LLM Agent Frameworks with an Agentic Oracle

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps

Receipt and verification

First computed	2026-07-05T10:38:39.962079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c67d0fbf7b6b49a8e549d1675f615711f8807cf5460d89702d9ed3f72a640814

Aliases

arxiv: 2412.09360 · arxiv_version: 2412.09360v2 · doi: 10.48550/arxiv.2412.09360 · pith_short_12: YZ6Q7P33NNE2 · pith_short_16: YZ6Q7P33NNE2RZKJ · pith_short_8: YZ6Q7P33

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/YZ6Q7P33NNE2RZKJ2FTV6YKXCH \
  | 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: c67d0fbf7b6b49a8e549d1675f615711f8807cf5460d89702d9ed3f72a640814

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "833c88ebb3e1481b983a83d860da93d555a91ea2dc25cd80fb1e7c03e0558b5a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-12T15:27:47Z",
    "title_canon_sha256": "66e2bba254c3ee743edbdbcf09f43bc5f47466fa534bbdcbaf574e2b552aeba7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09360",
    "kind": "arxiv",
    "version": 2
  }
}