Pith Number

pith:YYTIRSHJ

pith:2024:YYTIRSHJLJGMEQFAKZ2N3H5U5H

not attested not anchored not stored refs pending

Symbolic Learning Enables Self-Evolving Agents

Huajun Chen, Jialong Wu, Jiamin Chen, Long Li, Ningyu Zhang, Shengwei Ding, Shuai Wang, Tiannan Wang, Wangchunshu Zhou, Xiaohua Xu, Yixin Ou, Yuchen Eleanor Jiang

arxiv:2406.18532 v1 · 2024-06-26 · cs.CL · cs.AI · 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{YYTIRSHJLJGMEQFAKZ2N3H5U5H}

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

9 papers in Pith

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses

FVRuleLearner: Operator-Level Reasoning Tree (Op-Tree)-Based Rules Learning for Formal Verification

Automated Design of Agentic Systems

SEVerA: Verified Synthesis of Self-Evolving Agents

Receipt and verification

First computed	2026-07-05T08:37:10.868779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c62688c8e95a4cc240a05674dd9fb4e9edb486bc96e07aeb041559ea0463f10d

Aliases

arxiv: 2406.18532 · arxiv_version: 2406.18532v1 · doi: 10.48550/arxiv.2406.18532 · pith_short_12: YYTIRSHJLJGM · pith_short_16: YYTIRSHJLJGMEQFA · pith_short_8: YYTIRSHJ

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/YYTIRSHJLJGMEQFAKZ2N3H5U5H \
  | 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: c62688c8e95a4cc240a05674dd9fb4e9edb486bc96e07aeb041559ea0463f10d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e976a82d24373adcd7f3cc0046d4b69f78c3c5093dd7e9ee1d1d786e922d218b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-26T17:59:18Z",
    "title_canon_sha256": "00130f11d53e53c12ceec26e0fe15c3a76453b164f0ae891d43c4861eb561371"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18532",
    "kind": "arxiv",
    "version": 1
  }
}