Pith Number

pith:WX6EYHNB

pith:2022:WX6EYHNBZC2TJLXAPEL6NWHODP

not attested not anchored not stored refs pending

CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation

Bei Chen, Bei Guan, Daoguang Zan, Dejian Yang, Jian-Guang Lou, Minsu Kim, Weizhu Chen, Yongji Wang, Zeqi Lin

arxiv:2206.06888 v1 · 2022-06-14 · cs.SE · cs.CL · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WX6EYHNBZC2TJLXAPEL6NWHODP}

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

3 papers in Pith

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive

RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices

ARIADNE: Agentic Reward-Informed Adaptive Decision Exploration via Blackboard-Driven MCTS for Competitive Program Generation

Receipt and verification

First computed	2026-07-05T04:31:46.910292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5fc4c1da1c8b534aee07917e6d8ee1bd4b14924a1f26b12bb9932f769db800b

Aliases

arxiv: 2206.06888 · arxiv_version: 2206.06888v1 · doi: 10.48550/arxiv.2206.06888 · pith_short_12: WX6EYHNBZC2T · pith_short_16: WX6EYHNBZC2TJLXA · pith_short_8: WX6EYHNB

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/WX6EYHNBZC2TJLXAPEL6NWHODP \
  | 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: b5fc4c1da1c8b534aee07917e6d8ee1bd4b14924a1f26b12bb9932f769db800b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b49c2a29dc5b24f4a77f80ad9f4076accbdafac291b0f128590a39e7dd34ae0",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-06-14T14:44:34Z",
    "title_canon_sha256": "82ac8980fbeaaa13c495db9075c179fd8ada61d679b956375b54c167c319feb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.06888",
    "kind": "arxiv",
    "version": 1
  }
}