Pith Number

pith:KSEEQ52X

pith:2026:KSEEQ52XHJJ6D766ONRYIVVEOU

not attested not anchored not stored refs pending

Parallelizing Tool Execution and LLM Generation for Low-Latency Agent Serving

Han Zhao, Hao Wang, Jianxun Li, Kai Chen, Kaiqiang Xu, Rui Ma, Yifan Sui, Yuqing Yang, Zhiyuan He

arxiv:2603.18897 v3 · 2026-03-19 · cs.DC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KSEEQ52XHJJ6D766ONRYIVVEOU}

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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

8 papers in Pith

A Policy-Driven Runtime Layer for Agentic LLM Serving

Ghost Tool Calls: Issue-Time Privacy for Speculative Agent Tools

SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents

Efficient Serving for Dynamic Agent Workflows with Prediction-based KV-Cache Management

HARBOR: Automated Harness Optimization

Receipt and verification

First computed	2026-06-19T16:09:56.973011Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54884877573a53e1ffde73638456a47502275e771349cad1ab38b4c8fe3457c9

Aliases

arxiv: 2603.18897 · arxiv_version: 2603.18897v3 · doi: 10.48550/arxiv.2603.18897 · pith_short_12: KSEEQ52XHJJ6 · pith_short_16: KSEEQ52XHJJ6D766 · pith_short_8: KSEEQ52X

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/KSEEQ52XHJJ6D766ONRYIVVEOU \
  | 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: 54884877573a53e1ffde73638456a47502275e771349cad1ab38b4c8fe3457c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d51d0d8391c6b1ee3b773985f9fd2f107ed05f8b849157dd7f494e55552cd7a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-03-19T13:36:50Z",
    "title_canon_sha256": "ea0f1818be5958c62cea495b38dd5a765877e5a4fb7786acff1758c93009628e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.18897",
    "kind": "arxiv",
    "version": 3
  }
}