Pith Number

pith:YQZBJHPQ

pith:2024:YQZBJHPQ2CDJHXRR34KIXTYORE

not attested not anchored not stored refs pending

Efficient LLM Comparative Assessment: a Product of Experts Framework for Pairwise Comparisons

Adian Liusie, Mark Gales, Vatsal Raina, Yassir Fathullah

arxiv:2405.05894 v3 · 2024-05-09 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YQZBJHPQ2CDJHXRR34KIXTYORE}

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

Efficient Portfolio Selection through Preference Aggregation with Quicksort and the Bradley--Terry Model

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Semantic Needles in Document Haystacks: Sensitivity Testing of LLM-as-a-Judge Similarity Scoring

Receipt and verification

First computed	2026-07-05T09:34:13.577426Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c432149df0d08693de31df148bcf0e8917edbb3ff59559b8ae6454b65aadae5e

Aliases

arxiv: 2405.05894 · arxiv_version: 2405.05894v3 · doi: 10.48550/arxiv.2405.05894 · pith_short_12: YQZBJHPQ2CDJ · pith_short_16: YQZBJHPQ2CDJHXRR · pith_short_8: YQZBJHPQ

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/YQZBJHPQ2CDJHXRR34KIXTYORE \
  | 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: c432149df0d08693de31df148bcf0e8917edbb3ff59559b8ae6454b65aadae5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa1ba40b89da63768d77f9233fc54f02014282b92f30661ec05b148330b9ef5d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-09T16:45:27Z",
    "title_canon_sha256": "b531581fbc22ad74ccae41dea72a5b2ae5ed4571b11817eafaf11076a7bcf325"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.05894",
    "kind": "arxiv",
    "version": 3
  }
}