Pith Number

pith:D7KPWI3O

pith:2025:D7KPWI3OTACBQW4M5BDXTGXADR

not attested not anchored not stored refs pending

SEM: Reinforcement Learning for Search-Efficient Large Language Models

Shiwen Cui, Weiqiang Wang, Zeyang Sha

arxiv:2505.07903 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{D7KPWI3OTACBQW4M5BDXTGXADR}

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

2 papers in Pith

HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation

The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination

Receipt and verification

First computed	2026-07-05T11:01:59.296595Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fd4fb236e9804185b8ce847799ae01c7611d135c13e0c04191798deddd7efa5

Aliases

arxiv: 2505.07903 · arxiv_version: 2505.07903v1 · doi: 10.48550/arxiv.2505.07903 · pith_short_12: D7KPWI3OTACB · pith_short_16: D7KPWI3OTACBQW4M · pith_short_8: D7KPWI3O

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/D7KPWI3OTACBQW4M5BDXTGXADR \
  | 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: 1fd4fb236e9804185b8ce847799ae01c7611d135c13e0c04191798deddd7efa5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61873fce3a172bfadfbe24e9838f2ddd05478d1248091518b6f34a455c87c70c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-12T09:45:40Z",
    "title_canon_sha256": "f8052cc4a6c07db718fd936de2a05be0f91193f9fed808082289408116cca96f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07903",
    "kind": "arxiv",
    "version": 1
  }
}