Pith Number

pith:OZEBIMBF

pith:2024:OZEBIMBFCDOFNCHQLUCKOKDAJ3

not attested not anchored not stored refs pending

AgentOps: Enabling Observability of LLM Agents

Liming Dong, Liming Zhu, Qinghua Lu

arxiv:2411.05285 v2 · 2024-11-08 · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZEBIMBFCDOFNCHQLUCKOKDAJ3}

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

16 papers in Pith

GRADE: Graph Representation of LLM Agent Dependency and Execution

Agent Behavior Mining: Generative AI Agent Governance in Business Processes

From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents

Agent System Operations: Categorization, Challenges, and Future Directions

Debugging the Debuggers: Failure-Anchored Structured Recovery for Software Engineering Agents

Receipt and verification

First computed	2026-07-05T09:42:32.251242Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

764814302510dc5688f05d04a728604ee26d905c5d320ab3bcf5d9c9fd3746ba

Aliases

arxiv: 2411.05285 · arxiv_version: 2411.05285v2 · doi: 10.48550/arxiv.2411.05285 · pith_short_12: OZEBIMBFCDOF · pith_short_16: OZEBIMBFCDOFNCHQ · pith_short_8: OZEBIMBF

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/OZEBIMBFCDOFNCHQLUCKOKDAJ3 \
  | 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: 764814302510dc5688f05d04a728604ee26d905c5d320ab3bcf5d9c9fd3746ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62778d222b5d0d181bfc527d37ddc0c7441e055cd990496b86bf9bdad708fb3f",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-08T02:31:03Z",
    "title_canon_sha256": "fca43eec145ff62cad42b521f73c7f0366180ccd42aa35cbb66c6878f1f1d370"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05285",
    "kind": "arxiv",
    "version": 2
  }
}