Pith Number

pith:LFLZX2EM

pith:2025:LFLZX2EMQPMC737343IV3WYXLQ

not attested not anchored not stored refs pending

LLM Alignment as Retriever Optimization: An Information Retrieval Perspective

Bowen Jin, Jiawei Han, Jinsung Yoon, Sercan O. Arik, Wei Xiong, Yu Meng, Zhen Qin, Ziqi Wang

arxiv:2502.03699 v3 · 2025-02-06 · cs.CL · cs.AI · 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{LFLZX2EMQPMC737343IV3WYXLQ}

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

1 paper in Pith

An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents

Receipt and verification

First computed	2026-07-05T11:42:25.517816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59579be88c83d82feffbe6d15ddb175c0beee403b58dfbbff2fef862c909d76b

Aliases

arxiv: 2502.03699 · arxiv_version: 2502.03699v3 · doi: 10.48550/arxiv.2502.03699 · pith_short_12: LFLZX2EMQPMC · pith_short_16: LFLZX2EMQPMC7373 · pith_short_8: LFLZX2EM

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/LFLZX2EMQPMC737343IV3WYXLQ \
  | 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: 59579be88c83d82feffbe6d15ddb175c0beee403b58dfbbff2fef862c909d76b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edea45ee799fa2e60ee9ea5e76454bc6fa5b67fefe81e07bcff1b27ffcf376c0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-06T01:22:06Z",
    "title_canon_sha256": "667a37e9f3d5b253d42e33867526a6d4570e54657e8d019dc1bed29a1951ea49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03699",
    "kind": "arxiv",
    "version": 3
  }
}