Pith Number

pith:N7QYLHGP

pith:2024:N7QYLHGP2PB6GVQPUB6SR67XPK

not attested not anchored not stored refs pending

The Design of an LLM-powered Unstructured Analytics System

Alex Meyer, Austin Lee, Benjamin Sowell, Bohou Li, Dan Tecuci, Eric Anderson, Henry Lindeman, Jonathan Fritz, Mark Lindblad, Matt Welsh, Mehul A. Shah, Parth Parmar, Tanvi Ranade, Vinayak Thapliyal

arxiv:2409.00847 v3 · 2024-09-01 · cs.DB · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N7QYLHGP2PB6GVQPUB6SR67XPK}

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

7 papers in Pith

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

Cortex AISQL: A Production SQL Engine for Unstructured Data

Large Language Model-Enhanced Relational Operators: Taxonomy, Benchmark, and Analysis

SEMA-SQL: Beyond Traditional Relational Querying with Large Language Models

Memory in the LLM Era: Modular Architectures and Strategies in a Unified Framework

Receipt and verification

First computed	2026-07-05T09:54:46.652485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fe1859ccfd3c3e3560fa07d28fbf77abfba54cbe007f25960645f004fecbe92

Aliases

arxiv: 2409.00847 · arxiv_version: 2409.00847v3 · doi: 10.48550/arxiv.2409.00847 · pith_short_12: N7QYLHGP2PB6 · pith_short_16: N7QYLHGP2PB6GVQP · pith_short_8: N7QYLHGP

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/N7QYLHGP2PB6GVQPUB6SR67XPK \
  | 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: 6fe1859ccfd3c3e3560fa07d28fbf77abfba54cbe007f25960645f004fecbe92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "437b0ef0de5bcdfc10f0526daa925c23b262388356f1df80e1ddf34ab863cdb2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-09-01T21:30:14Z",
    "title_canon_sha256": "d93abe01835b552fb7191533068599bdad47a0f709ec27c41872e7ff6e052a8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.00847",
    "kind": "arxiv",
    "version": 3
  }
}