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Pith Number

pith:DG2WZD3V

pith:2025:DG2WZD3VY5PIOK4T5STVZIRREZ
not attested not anchored not stored refs pending

Are LLMs Reliable Rankers? Rank Manipulation via Two-Stage Token Optimization

Jerry Li, Tiancheng Xing, Xiyang Hu, Yixuan Du

arxiv:2510.06732 v2 · 2025-10-08 · cs.CL · cs.AI · cs.IR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DG2WZD3VY5PIOK4T5STVZIRREZ}

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

Receipt and verification
First computed 2026-06-30T01:17:27.385385Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

19b56c8f75c75e872b93eca75ca23126400f0a8a793590d035ba0ac896b2d1ef

Aliases

arxiv: 2510.06732 · arxiv_version: 2510.06732v2 · doi: 10.48550/arxiv.2510.06732 · pith_short_12: DG2WZD3VY5PI · pith_short_16: DG2WZD3VY5PIOK4T · pith_short_8: DG2WZD3V
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DG2WZD3VY5PIOK4T5STVZIRREZ \
  | 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: 19b56c8f75c75e872b93eca75ca23126400f0a8a793590d035ba0ac896b2d1ef
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3b774c3861209b8d3f228e82f6ce892f11784d227bc8176a531b3952192e18ad",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-08T07:40:40Z",
    "title_canon_sha256": "bfcc9dbcbec527b71145fafc32a7e8cbde413ceb384a410401494569797f5773"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.06732",
    "kind": "arxiv",
    "version": 2
  }
}