Pith Number

pith:FWLZTNUB

pith:2025:FWLZTNUBKHRXFQFCTDBXN4XPHT

not attested not anchored not stored refs pending

Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent

Jun Zhao, Kang Liu, Xiaowei Yuan, Yiming Ju, Ziyang Huang

arxiv:2505.07596 v1 · 2025-05-12 · cs.CL · 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{FWLZTNUBKHRXFQFCTDBXN4XPHT}

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

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

KbSD: Knowledge Boundary aware Self-Distillation for Behavioral Calibration in Agentic Search

DocArena: Turning Raw Documents into Controllable Training Environments for Document Search Agents

Receipt and verification

First computed	2026-07-05T11:01:50.242979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d9799b68151e372c0a298c376f2ef3cf22c6eb2efe9c7d71c1377041abb43e8

Aliases

arxiv: 2505.07596 · arxiv_version: 2505.07596v1 · doi: 10.48550/arxiv.2505.07596 · pith_short_12: FWLZTNUBKHRX · pith_short_16: FWLZTNUBKHRXFQFC · pith_short_8: FWLZTNUB

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/FWLZTNUBKHRXFQFCTDBXN4XPHT \
  | 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: 2d9799b68151e372c0a298c376f2ef3cf22c6eb2efe9c7d71c1377041abb43e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5db331375a95ea7377ce4ffb464c37875a273de3846be6c839e2ef63abe9d854",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-12T14:21:57Z",
    "title_canon_sha256": "e614ea6d7a76987f93f1ecaac620a6506130d1de9daa514c7969dae51c757716"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07596",
    "kind": "arxiv",
    "version": 1
  }
}