Pith Number

pith:TEDAQYBA

pith:2025:TEDAQYBAS7FFPWGIT5KDTXYX3E

not attested not anchored not stored refs pending

PREF: Reference-Free Evaluation of Personalised Text Generation in LLMs

Aldo Lipani, Bin Wu, Emine Yilmaz, Hossein A. Rahmani, Jerome Ramos, Xiao Fu

arxiv:2508.10028 v1 · 2025-08-08 · cs.CL · cs.AI · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TEDAQYBAS7FFPWGIT5KDTXYX3E}

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

Preference-Aware Rubric Learning for Personalized Evaluation

Receipt and verification

First computed	2026-07-05T11:53:29.511900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

990608602097ca57d8c89f5439df17d928e0eb5267330f923d42f9256ca00fbe

Aliases

arxiv: 2508.10028 · arxiv_version: 2508.10028v1 · doi: 10.48550/arxiv.2508.10028 · pith_short_12: TEDAQYBAS7FF · pith_short_16: TEDAQYBAS7FFPWGI · pith_short_8: TEDAQYBA

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/TEDAQYBAS7FFPWGIT5KDTXYX3E \
  | 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: 990608602097ca57d8c89f5439df17d928e0eb5267330f923d42f9256ca00fbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74a77604d11952ec521c4f567380166cf546ded8a5fe326a60e80ffd26095e9c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-08T14:32:31Z",
    "title_canon_sha256": "fbf1a44a319868ec46df9102cbe5a236c12d1a0e43119df400fddf2c3088e60e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10028",
    "kind": "arxiv",
    "version": 1
  }
}