Pith Number

pith:F75FVNC3

pith:2025:F75FVNC3NW6UHHPUEPH4BXKLN7

not attested not anchored not stored refs pending

A Unified Evaluation-Instructed Framework for Query-Dependent Prompt Optimization

Haohan Wang, Hassan Almosapeeh, Ke Chen, Yifeng Wang

arxiv:2511.19829 v2 · 2025-11-25 · 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{F75FVNC3NW6UHHPUEPH4BXKLN7}

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

1 paper in Pith

PEEM: Prompt Engineering Evaluation Metrics for Interpretable Joint Evaluation of Prompts and Responses

Receipt and verification

First computed	2026-06-02T02:04:11.286122Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ffa5ab45b6dbd439df423cfc0dd4b6feccf1bf322c3b41ae77c3405fd3e3961

Aliases

arxiv: 2511.19829 · arxiv_version: 2511.19829v2 · doi: 10.48550/arxiv.2511.19829 · pith_short_12: F75FVNC3NW6U · pith_short_16: F75FVNC3NW6UHHPU · pith_short_8: F75FVNC3

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/F75FVNC3NW6UHHPUEPH4BXKLN7 \
  | 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: 2ffa5ab45b6dbd439df423cfc0dd4b6feccf1bf322c3b41ae77c3405fd3e3961

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c8a6a274f4f8e522041a29896f69133927285c7016de7f44a6fe467c6330f62",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-11-25T01:41:13Z",
    "title_canon_sha256": "2503b1795e54fa95d858f8459268abc75e224050ff1b8654065e6762de6f76b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.19829",
    "kind": "arxiv",
    "version": 2
  }
}