Pith Number

pith:QRWC2DCV

pith:2023:QRWC2DCV5OHLJLQW6ENW2XGP5M

not attested not anchored not stored refs pending

ToolCoder: Teach Code Generation Models to use API search tools

Ge Li, Huangzhao Zhang, Jia Li, Kechi Zhang, Zhi Jin, Zhuo Li

arxiv:2305.04032 v5 · 2023-05-06 · 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{QRWC2DCV5OHLJLQW6ENW2XGP5M}

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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

4 papers in Pith

Code as Agent Harness

Large Language Model-Based Agents for Software Engineering: A Survey

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

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Receipt and verification

First computed	2026-07-05T06:49:21.906289Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

846c2d0c55eb8eb4ae16f11b6d5ccfeb0fde8ac7fd0b4289bf9b461de5f3d17d

Aliases

arxiv: 2305.04032 · arxiv_version: 2305.04032v5 · doi: 10.48550/arxiv.2305.04032 · pith_short_12: QRWC2DCV5OHL · pith_short_16: QRWC2DCV5OHLJLQW · pith_short_8: QRWC2DCV

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/QRWC2DCV5OHLJLQW6ENW2XGP5M \
  | 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: 846c2d0c55eb8eb4ae16f11b6d5ccfeb0fde8ac7fd0b4289bf9b461de5f3d17d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba3a79605ba660e56b0d133d4d424e022c0fb006ce26d388199916ec774eb9eb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-06T12:45:28Z",
    "title_canon_sha256": "534520a6f9cdca635b20f034714a5b7360d3c3487d3579a2584e29c96bb84236"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04032",
    "kind": "arxiv",
    "version": 5
  }
}