Pith Number

pith:DNO6TXVO

pith:2025:DNO6TXVO6V2EACNN4JI4HNAQTT

not attested not anchored not stored refs pending

Enhancing LLM-Based Agents via Global Planning and Hierarchical Execution

Haitao Li, Jingli Yang, Junjie Chen, Qingyao Ai, Yiqun Liu

arxiv:2504.16563 v3 · 2025-04-23 · cs.IR

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\usepackage{pith}
\pithnumber{DNO6TXVO6V2EACNN4JI4HNAQTT}

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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

6 papers in Pith

Agentic Reasoning for Large Language Models

Security Considerations for Multi-agent Systems

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory

State-Centric Decision Process

PIVOT: Bridging Planning and Execution in LLM Agents via Trajectory Refinement

Receipt and verification

First computed	2026-07-05T10:55:34.913552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b5de9deaef5744009ade251c3b4109cf020b3dc2eda7bef7b5e08dbfcbbbe30

Aliases

arxiv: 2504.16563 · arxiv_version: 2504.16563v3 · doi: 10.48550/arxiv.2504.16563 · pith_short_12: DNO6TXVO6V2E · pith_short_16: DNO6TXVO6V2EACNN · pith_short_8: DNO6TXVO

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/DNO6TXVO6V2EACNN4JI4HNAQTT \
  | 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: 1b5de9deaef5744009ade251c3b4109cf020b3dc2eda7bef7b5e08dbfcbbbe30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6397b62ef469b039bbbac5752cffb8d5326dd57687929347d84e1fbae1548ffd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-04-23T09:43:40Z",
    "title_canon_sha256": "0246bd38f3cb592b3d2c841db0885d7e5e7623f6a2fea2dc675212d7abbfc45b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16563",
    "kind": "arxiv",
    "version": 3
  }
}