Pith Number

pith:4OQV5DUC

pith:2024:4OQV5DUC2UYJ4QDFVQC5LWKHAJ

not attested not anchored not stored refs pending

One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts

Cho-Jui Hsieh, Minhao Cheng, Ruochen Wang, Sohyun An, Sung Ju Hwang, Tianyi Zhou

arxiv:2407.00256 v1 · 2024-06-28 · cs.AI · cs.CL · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4OQV5DUC2UYJ4QDFVQC5LWKHAJ}

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

4 papers in Pith

Towards Spec Learning: Inference-Time Alignment from Preference Pairs

BT-APE: A Computationally Light Backtracking Approach to Automatic Prompt Engineering for Requirements Classification

Towards Spec Learning: Inference-Time Alignment from Preference Pairs

TAME: Test-Time Adversarial Prompt Tuning via Mixture-of-Experts for Vision-Language Models

Receipt and verification

First computed	2026-07-05T08:38:16.730898Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3a15e8e82d5309e4065ac05d5d947026d2f7397ce0cd6b6da8161119cdab2ef

Aliases

arxiv: 2407.00256 · arxiv_version: 2407.00256v1 · doi: 10.48550/arxiv.2407.00256 · pith_short_12: 4OQV5DUC2UYJ · pith_short_16: 4OQV5DUC2UYJ4QDF · pith_short_8: 4OQV5DUC

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/4OQV5DUC2UYJ4QDFVQC5LWKHAJ \
  | 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: e3a15e8e82d5309e4065ac05d5d947026d2f7397ce0cd6b6da8161119cdab2ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02143a38e000c473aebb83d13ab4818859bacf7a1115c1e89653c51ba8174b52",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-28T23:05:08Z",
    "title_canon_sha256": "bee8b8973de4edd7641c3eab8dd44a1540db71f83df97b8cd3225e9998b06532"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.00256",
    "kind": "arxiv",
    "version": 1
  }
}