Pith Number

pith:MYKVBL4Q

pith:2025:MYKVBL4QQOM3PBO5SLGFFBLJYI

not attested not anchored not stored refs pending

LLM Program Optimization via Retrieval Augmented Search

Alexander Shypula, Osbert Bastani, Sagnik Anupam

arxiv:2501.18916 v2 · 2025-01-31 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MYKVBL4QQOM3PBO5SLGFFBLJYI}

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

RASP-Tuner: Retrieval-Augmented Soft Prompts for Context-Aware Black-Box Optimization in Non-Stationary Environments

Receipt and verification

First computed	2026-06-25T00:18:10.900140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

661550af908399b785dd92cc528569c208c53c71f8e54fa7931b4c1f68634a8a

Aliases

arxiv: 2501.18916 · arxiv_version: 2501.18916v2 · doi: 10.48550/arxiv.2501.18916 · pith_short_12: MYKVBL4QQOM3 · pith_short_16: MYKVBL4QQOM3PBO5 · pith_short_8: MYKVBL4Q

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/MYKVBL4QQOM3PBO5SLGFFBLJYI \
  | 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: 661550af908399b785dd92cc528569c208c53c71f8e54fa7931b4c1f68634a8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c71f8c9337004ea747c4ea3f835dbfa95f8d4f559c6e54fbe123940bbadb769",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-31T06:34:47Z",
    "title_canon_sha256": "9c8e5b5e71b6057201ad7205584fa536956df599ec0c24bfa85602334e47bd46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18916",
    "kind": "arxiv",
    "version": 2
  }
}