Pith Number

pith:KHDL22XH

pith:2024:KHDL22XHMSWSICAP2G6JRM2EJM

not attested not anchored not stored refs pending

Prompt Optimization with Human Feedback

Arun Verma, Bryan Kian Hsiang Low, Patrick Jaillet, See-kiong Ng, Xiaoqiang Lin, Zhongxiang Dai

arxiv:2405.17346 v1 · 2024-05-27 · 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{KHDL22XHMSWSICAP2G6JRM2EJM}

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.

Cited by

5 papers in Pith

Towards Spec Learning: Inference-Time Alignment from Preference Pairs

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Memory in the Age of AI Agents

OOPrompt: Reifying Intents into Structured Artifacts for Modular and Iterative Prompting

Receipt and verification

First computed	2026-07-05T08:23:43.181775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51c6bd6ae764ad24080fd1bc98b3444b323e8308a34e6c887bf31ee3ca712525

Aliases

arxiv: 2405.17346 · arxiv_version: 2405.17346v1 · doi: 10.48550/arxiv.2405.17346 · pith_short_12: KHDL22XHMSWS · pith_short_16: KHDL22XHMSWSICAP · pith_short_8: KHDL22XH

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/KHDL22XHMSWSICAP2G6JRM2EJM \
  | 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: 51c6bd6ae764ad24080fd1bc98b3444b323e8308a34e6c887bf31ee3ca712525

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e96e209b58c6e0612c9a4e73169f34eb48d5c8314f76e54169b11d8fef882c8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T16:49:29Z",
    "title_canon_sha256": "2a0f2660531454ceacdca1e9d99d17c967ddf1fe8dc0e629d5dc5580e5d27f1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17346",
    "kind": "arxiv",
    "version": 1
  }
}