Pith Number

pith:SHDWZORB

pith:2025:SHDWZORB6WOME3XUQCTRUNZS5V

not attested not anchored not stored refs pending

REWARD CONSISTENCY: Improving Multi-Objective Alignment from a Data-Centric Perspective

Jun Zhou, Xin Zhang, Xiting Wang, Yongqi Tong, Zhihao Xu

arxiv:2504.11337 v1 · 2025-04-15 · 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{SHDWZORB6WOME3XUQCTRUNZS5V}

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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

Multi-Objective Exploration and Preference Optimization via Mutual Information

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion

Receipt and verification

First computed	2026-07-05T10:49:32.416539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91c76cba21f59cc26ef480a71a3732ed5f9b0b370cffe447aef72bed62a040a0

Aliases

arxiv: 2504.11337 · arxiv_version: 2504.11337v1 · doi: 10.48550/arxiv.2504.11337 · pith_short_12: SHDWZORB6WOM · pith_short_16: SHDWZORB6WOME3XU · pith_short_8: SHDWZORB

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/SHDWZORB6WOME3XUQCTRUNZS5V \
  | 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: 91c76cba21f59cc26ef480a71a3732ed5f9b0b370cffe447aef72bed62a040a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ff076815a99144e8812531bb143cd20df382c56ccde5db1d7e9f7b7becd6491",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-15T16:09:19Z",
    "title_canon_sha256": "ecc80b43937e5ec2ee2ef67e248b62edb20003c281901275dc35164cc4667ed5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.11337",
    "kind": "arxiv",
    "version": 1
  }
}