Pith Number

pith:36TAFVDB

pith:2025:36TAFVDBBJU5PJKHKYFIUPV4CO

not attested not anchored not stored refs pending

LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios

Bingxi Zhao, Christian Theobalt, Hossein Rahmani, Jun Liu, Lin Geng Foo, Ping Hu

arxiv:2508.17692 v1 · 2025-08-25 · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{36TAFVDBBJU5PJKHKYFIUPV4CO}

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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

7 papers in Pith

Co-Evolving Skill Generation and Policy Optimization

TimeSage-MT: A Multi-Turn Benchmark for Evaluating Agentic Time Series Reasoning

Multi-Modal Multi-Agent Reinforcement Learning for Radiology Report Generation

GraphBit: A Graph-based Agentic Framework for Non-Linear Agent Orchestration

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures

Receipt and verification

First computed	2026-07-05T11:58:45.877330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfa602d4610a69d7a547560a8a3ebc138053026b2ae596e851d67accefc1ec7f

Aliases

arxiv: 2508.17692 · arxiv_version: 2508.17692v1 · doi: 10.48550/arxiv.2508.17692 · pith_short_12: 36TAFVDBBJU5 · pith_short_16: 36TAFVDBBJU5PJKH · pith_short_8: 36TAFVDB

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/36TAFVDBBJU5PJKHKYFIUPV4CO \
  | 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: dfa602d4610a69d7a547560a8a3ebc138053026b2ae596e851d67accefc1ec7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4358a6502b5140b4aaab6ce581409796e3823e270fa5f9d205cf4258d70eaa9",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-25T06:01:16Z",
    "title_canon_sha256": "0ad0fcf9d26bc79524944b06886dfcd2d6c9a44b59379b4fba61c5e345c83e78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17692",
    "kind": "arxiv",
    "version": 1
  }
}