Pith Number

pith:GPLR3XFT

pith:2024:GPLR3XFT2RBA42NEWFSYLSDA75

not attested not anchored not stored refs pending

Towards Understanding the Influence of Reward Margin on Preference Model Performance

Bowen Qin, Duanyu Feng, Xi Yang

arxiv:2404.04932 v1 · 2024-04-07 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GPLR3XFT2RBA42NEWFSYLSDA75}

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.

Receipt and verification

First computed	2026-07-05T08:05:23.741438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33d71ddcb3d4420e69a4b16585c860ff4ae64c3fb12272283990b410247953b7

Aliases

arxiv: 2404.04932 · arxiv_version: 2404.04932v1 · doi: 10.48550/arxiv.2404.04932 · pith_short_12: GPLR3XFT2RBA · pith_short_16: GPLR3XFT2RBA42NE · pith_short_8: GPLR3XFT

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/GPLR3XFT2RBA42NEWFSYLSDA75 \
  | 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: 33d71ddcb3d4420e69a4b16585c860ff4ae64c3fb12272283990b410247953b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "372fc1069c71281e62398546eee914713461b697791083951a4a44069d556919",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-07T12:10:04Z",
    "title_canon_sha256": "79d69505175fe3907887adff5c1a501ee3f30342b2affea0ea4923abe1e112f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.04932",
    "kind": "arxiv",
    "version": 1
  }
}