Pith Number

pith:TCNSXX7J

pith:2025:TCNSXX7J6AH43MYJRNFFKDVH27

not attested not anchored not stored refs pending

Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information

David Simchi-Levi, Haifeng Xu, Milind Tambe, Rui Ai, Yuqi Pan

arxiv:2510.01499 v2 · 2025-10-01 · cs.LG · cs.AI · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TCNSXX7J6AH43MYJRNFFKDVH27}

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

Efficient Ensemble Selection from Binary and Pairwise Feedback

Prior-Agnostic Robust Forecast Aggregation

Receipt and verification

First computed	2026-05-20T01:04:59.051454Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

989b2bdfe9f00fcdb3098b4a550ea7d7d506fa6e3cc05bc2730531628d80e28a

Aliases

arxiv: 2510.01499 · arxiv_version: 2510.01499v2 · doi: 10.48550/arxiv.2510.01499 · pith_short_12: TCNSXX7J6AH4 · pith_short_16: TCNSXX7J6AH43MYJ · pith_short_8: TCNSXX7J

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/TCNSXX7J6AH43MYJRNFFKDVH27 \
  | 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: 989b2bdfe9f00fcdb3098b4a550ea7d7d506fa6e3cc05bc2730531628d80e28a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69065a567a4e6d5feb61e4701a13a7e1a66fc57f56a688d539f8b82c6d0fb6bb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-01T22:21:50Z",
    "title_canon_sha256": "77aff9da86fdc9a96f3d8aafe14c3028bef13dab25ba0f7513c49334ff2daf3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.01499",
    "kind": "arxiv",
    "version": 2
  }
}