Pith Number

pith:X6V4RZSO

pith:2025:X6V4RZSOLCA52WFRZIGSYD7I5O

not attested not anchored not stored refs pending

MAO-ARAG: Multi-Agent Orchestration for Adaptive Retrieval-Augmented Generation

Dawei Yin, Erhan Zhang, Jiaxin Mao, Jizhou Huang, Lingyong Yan, Shuaiqiang Wang, Yiqun Chen

arxiv:2508.01005 v1 · 2025-08-01 · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X6V4RZSOLCA52WFRZIGSYD7I5O}

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

3 papers in Pith

Think Big, Search Small: Where Capacity Matters in Hierarchical Search Agents?

OASES: Outcome-Aligned Search-Evaluation Co-Training for Agentic Search

CORAL: Adaptive Retrieval Loop for Culturally-Aligned Multilingual RAG

Receipt and verification

First computed	2026-07-05T11:47:31.624990Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfabc8e64e5881dd58b1ca0d2c0fe8eba2c83e599f10a9bdddaf9ed3fc7d1352

Aliases

arxiv: 2508.01005 · arxiv_version: 2508.01005v1 · doi: 10.48550/arxiv.2508.01005 · pith_short_12: X6V4RZSOLCA5 · pith_short_16: X6V4RZSOLCA52WFR · pith_short_8: X6V4RZSO

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/X6V4RZSOLCA52WFRZIGSYD7I5O \
  | 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: bfabc8e64e5881dd58b1ca0d2c0fe8eba2c83e599f10a9bdddaf9ed3fc7d1352

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "812b2d9db02c46fc11b2df142ae8b10410c36ac81d7438ff1910ebae8021e022",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-01T18:15:22Z",
    "title_canon_sha256": "e2febbac341b18c077618c5ed81eeb9f4e53ad92f76fe1fedf994c637c7e0a3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01005",
    "kind": "arxiv",
    "version": 1
  }
}