Pith Number

pith:V3JB4TFI

pith:2024:V3JB4TFI5WDM6SR5XPMERZ3OYS

not attested not anchored not stored refs pending

Multi-Response Preference Optimization with Augmented Ranking Dataset

Hansle Gwon, Imjin Ahn, Sanghyun Park, Tae Joon Jun, Young-Hak Kim

arxiv:2412.07812 v1 · 2024-12-10 · cs.CL · 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{V3JB4TFI5WDM6SR5XPMERZ3OYS}

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	2026-07-05T09:47:39.652868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aed21e4ca8ed86cf4a3dbbd848e76ec48ab40e9f3a17d1f5039fb72d130f0ce9

Aliases

arxiv: 2412.07812 · arxiv_version: 2412.07812v1 · doi: 10.48550/arxiv.2412.07812 · pith_short_12: V3JB4TFI5WDM · pith_short_16: V3JB4TFI5WDM6SR5 · pith_short_8: V3JB4TFI

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/V3JB4TFI5WDM6SR5XPMERZ3OYS \
  | 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: aed21e4ca8ed86cf4a3dbbd848e76ec48ab40e9f3a17d1f5039fb72d130f0ce9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b34938194e0797ff7de1f8a4e8fdc984e11ff40c6c851cdd7eb7dd909b654c74",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-10T05:45:36Z",
    "title_canon_sha256": "c481703086c2620d2ffc4e6d36e8bc788cbd022ba7e71f0c2463095339639726"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07812",
    "kind": "arxiv",
    "version": 1
  }
}