Pith Number

pith:3AFIGSWK

pith:2026:3AFIGSWKSMPF5PM2LWMDPAWP5U

not attested not anchored not stored refs pending

Unbiased Alignment for Large Language Models with Noisy Preferences

Haoliang Li, Hui Liu, Jialiang Wang, Xianming Liu, Xiong Zhou

arxiv:2607.03248 v1 · 2026-07-03 · cs.LG · 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{3AFIGSWKSMPF5PM2LWMDPAWP5U}

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	2026-07-07T01:16:47.840659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d80a834aca931e5ebd9a5d983782cfed3e21c5453c7b9d8f4f56fada9f6be692

Aliases

arxiv: 2607.03248 · arxiv_version: 2607.03248v1 · doi: 10.48550/arxiv.2607.03248 · pith_short_12: 3AFIGSWKSMPF · pith_short_16: 3AFIGSWKSMPF5PM2 · pith_short_8: 3AFIGSWK

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/3AFIGSWKSMPF5PM2LWMDPAWP5U \
  | 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: d80a834aca931e5ebd9a5d983782cfed3e21c5453c7b9d8f4f56fada9f6be692

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39b88875881dfba53c68ae8a44a888269b391ef77194e2fcc41a8ea972ca9d01",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-03T12:04:43Z",
    "title_canon_sha256": "b8061188619ef1ea8699a799de470209796d5b7ae03abee300fef3658e9dff31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03248",
    "kind": "arxiv",
    "version": 1
  }
}