Pith Number

pith:LWQZ4J66

pith:2025:LWQZ4J66TNUDHM5EH3ZFOI3EOB

not attested not anchored not stored refs pending

AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?

Guibin Zhang, Junhao Wang, Junjie Chen, Kun Wang, Shuicheng Yan, Wangchunshu Zhou

arxiv:2509.03312 v2 · 2025-09-03 · cs.CL · cs.MA

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LWQZ4J66TNUDHM5EH3ZFOI3EOB}

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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

31 papers in Pith

Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems

What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents

SAGE-OPD: Selective Agent-Guided Intervention for Multi-Turn On-Policy Distillation

Environment-Grounded Automated Prompt Optimization for LLM Game Agents

Causal Agent Replay: Counterfactual Attribution for LLM-Agent Failures

Receipt and verification

First computed	2026-07-05T12:05:04.271342Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5da19e27de9b6833b3a43ef2572364707403fc061482c2307e3878a789eeb2b2

Aliases

arxiv: 2509.03312 · arxiv_version: 2509.03312v2 · doi: 10.48550/arxiv.2509.03312 · pith_short_12: LWQZ4J66TNUD · pith_short_16: LWQZ4J66TNUDHM5E · pith_short_8: LWQZ4J66

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/LWQZ4J66TNUDHM5EH3ZFOI3EOB \
  | 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: 5da19e27de9b6833b3a43ef2572364707403fc061482c2307e3878a789eeb2b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1577ba920c8c5dc00b137111082faa0101192f369fcda02a1a49f52f26e1591",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-03T13:42:14Z",
    "title_canon_sha256": "e0caf9ee39fd902bbf36ca670efaffad7a2da1484d7c5172c3642c36f0298fc7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.03312",
    "kind": "arxiv",
    "version": 2
  }
}