Pith Number

pith:VBXCPJ5J

pith:2026:VBXCPJ5JXS5RE3KAADZGC6TOXX

not attested not anchored not stored refs pending

Getting Better at Working With You: Compiling User Corrections into Runtime Enforcement for Coding Agents

Haomin Zhuang, Kehan Guo, Nitesh V. Chawla, Nuno Moniz, Pin-Yu Chen, Tian Gao, Xiangliang Zhang, Xiangqi Wang, Yue Huang, Yujun Zhou, Zhenwen Liang

arxiv:2606.13174 v1 · 2026-06-11 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VBXCPJ5JXS5RE3KAADZGC6TOXX}

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	2026-06-12T01:09:45.072732Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a86e27a7a9bcbb126d4000f2617a6ebdd62f1309bb37cdc20299ff3ee170ec37

Aliases

arxiv: 2606.13174 · arxiv_version: 2606.13174v1 · doi: 10.48550/arxiv.2606.13174 · pith_short_12: VBXCPJ5JXS5R · pith_short_16: VBXCPJ5JXS5RE3KA · pith_short_8: VBXCPJ5J

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/VBXCPJ5JXS5RE3KAADZGC6TOXX \
  | 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: a86e27a7a9bcbb126d4000f2617a6ebdd62f1309bb37cdc20299ff3ee170ec37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b51c824ce966b92ebe35952506092d5375e034f349b5dd357587aaa9bbb5f28",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-11T10:43:40Z",
    "title_canon_sha256": "5840b13be301019519e67ff1e5db6501dafd2bc368a9b8c50b286f36ac896829"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.13174",
    "kind": "arxiv",
    "version": 1
  }
}