Pith Number

pith:SQ77XD4A

pith:2024:SQ77XD4AQ5LQ2AOT5ARKHTPSYY

not attested not anchored not stored refs pending

A Declarative System for Optimizing AI Workloads

Chunwei Liu, Gerardo Vitagliano, Lei Cao, Matthew Russo, Michael Cafarella, Michael Franklin, Peter Baille Chen, Samuel Madden, Tim Kraska, Zui Chen

arxiv:2405.14696 v2 · 2024-05-23 · cs.CL · cs.AI · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SQ77XD4AQ5LQ2AOT5ARKHTPSYY}

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

12 papers in Pith

ASMR: Agentic Schema Generation for Ship Maintenance Report Writing

Declarative Data Services: Structured Agentic Discovery for Composing Data Systems

SemJoin: Semantic Join Optimization

In-depth Analysis of Graph-based RAG in a Unified Framework

ScaleDoc: Scaling LLM-based Predicates over Large Document Collections

Receipt and verification

First computed	2026-07-05T08:24:43.257438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

943ffb8f8087570d01d3e822a3cdf2c60424b9962cc0f74652b6ae0747d5d570

Aliases

arxiv: 2405.14696 · arxiv_version: 2405.14696v2 · doi: 10.48550/arxiv.2405.14696 · pith_short_12: SQ77XD4AQ5LQ · pith_short_16: SQ77XD4AQ5LQ2AOT · pith_short_8: SQ77XD4A

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/SQ77XD4AQ5LQ2AOT5ARKHTPSYY \
  | 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: 943ffb8f8087570d01d3e822a3cdf2c60424b9962cc0f74652b6ae0747d5d570

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "506b001c5024ceecbdf937dbd42902523a5e944386f31abec1e3fb1c2913e77d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-23T15:31:18Z",
    "title_canon_sha256": "a9a8e9d8db5bb60e8707df2aae5206312146539e8103b2b30bcb8ef0a744290d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14696",
    "kind": "arxiv",
    "version": 2
  }
}