Pith Number

pith:4GJI6GAS

pith:2023:4GJI6GASAZWIW5GKYZGMGY6MA2

not attested not anchored not stored refs pending

A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases

Bryon Jacob, Dean Allemang, Juan Sequeda

arxiv:2311.07509 v1 · 2023-11-13 · cs.AI · cs.CL · 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{4GJI6GASAZWIW5GKYZGMGY6MA2}

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.

Receipt and verification

First computed	2026-07-05T07:12:13.381197Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1928f1812066c8b74cac64cc363cc0690e3aa3400ea1da615a822298d02aaa5

Aliases

arxiv: 2311.07509 · arxiv_version: 2311.07509v1 · doi: 10.48550/arxiv.2311.07509 · pith_short_12: 4GJI6GASAZWI · pith_short_16: 4GJI6GASAZWIW5GK · pith_short_8: 4GJI6GAS

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/4GJI6GASAZWIW5GKYZGMGY6MA2 \
  | 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: e1928f1812066c8b74cac64cc363cc0690e3aa3400ea1da615a822298d02aaa5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8922f6fd9c6b40f2b773cd7a278298e620df01b81d78a75f263a97bfd5d62823",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.DB"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-11-13T17:54:50Z",
    "title_canon_sha256": "ec5d8bf4e77f57b557d462eac706a3e3d3f490e0fb1f6920c5c2488712d5255f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07509",
    "kind": "arxiv",
    "version": 1
  }
}