Pith Number

pith:RH5EG2Z4

pith:2024:RH5EG2Z4KYOJJS572JDHAABS6X

not attested not anchored not stored refs pending

Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization

Jennifer Neville, Tobias Schnabel

arxiv:2404.02319 v2 · 2024-04-02 · cs.CL · cs.AI · 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{RH5EG2Z4KYOJJS572JDHAABS6X}

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

2 papers in Pith

Clotho: Measuring Task-Specific Pre-Generation Test Adequacy for LLM Inputs

TSCG: Deterministic Tool-Schema Compilation for Agentic LLM Deployments

Receipt and verification

First computed	2026-07-05T08:37:37.893361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89fa436b3c561c94cbbfd246700032f5d6f1c2a341de3705e9f056eccf005910

Aliases

arxiv: 2404.02319 · arxiv_version: 2404.02319v2 · doi: 10.48550/arxiv.2404.02319 · pith_short_12: RH5EG2Z4KYOJ · pith_short_16: RH5EG2Z4KYOJJS57 · pith_short_8: RH5EG2Z4

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/RH5EG2Z4KYOJJS572JDHAABS6X \
  | 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: 89fa436b3c561c94cbbfd246700032f5d6f1c2a341de3705e9f056eccf005910

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f4adb1cea8e72ef5799768d279c14338a004b5097dd1045dd2ee6a0b396cab3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-02T21:35:54Z",
    "title_canon_sha256": "ae09017811e740ff19f2037b0205afc9d28fa1692a8b4a398f2309fa1b1655ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.02319",
    "kind": "arxiv",
    "version": 2
  }
}