Pith Number

pith:PCBQHV4J

pith:2024:PCBQHV4JPFBKI3I7ALVLXDOINX

not attested not anchored not stored refs pending

A Survey on Human Preference Learning for Large Language Models

Juntao Li, Kehai Chen, Liqiang Nie, Min Zhang, Muyun Yang, Ruili Jiang, Tiejun Zhao, Xuefeng Bai, Zhixuan He

arxiv:2406.11191 v2 · 2024-06-17 · cs.CL

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\usepackage{pith}
\pithnumber{PCBQHV4JPFBKI3I7ALVLXDOINX}

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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

5 papers in Pith

Toward Human-Centered Multi-Agent Systems: Integrating Cognition, Culture, Values, and Cooperation in AI Agents

BV-Blend: Uncertainty-Weighted Historical Baselines for Stable Critic-Free RL with Verifiable Rewards

EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention

Can LLMs Make (Personalized) Access Control Decisions?

Label Effects: Shared Heuristic Reliance in Trust Assessment by Humans and LLM-as-a-Judge

Receipt and verification

First computed	2026-07-05T08:33:41.574854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

788303d7897942a46d1f02eabb8dc86dd4782c34867b8af0bcc83f4965e3b897

Aliases

arxiv: 2406.11191 · arxiv_version: 2406.11191v2 · doi: 10.48550/arxiv.2406.11191 · pith_short_12: PCBQHV4JPFBK · pith_short_16: PCBQHV4JPFBKI3I7 · pith_short_8: PCBQHV4J

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/PCBQHV4JPFBKI3I7ALVLXDOINX \
  | 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: 788303d7897942a46d1f02eabb8dc86dd4782c34867b8af0bcc83f4965e3b897

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb61dd12ca4c342a11665f0e6e393f1393de1c4c658dd697eb3502dd398faf38",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T03:52:51Z",
    "title_canon_sha256": "a8625b3f66e6258a36c2b4d42f5c4a5f781280a633c3dc2d68024262112d7422"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11191",
    "kind": "arxiv",
    "version": 2
  }
}