Pith Number

pith:BL25VG7K

pith:2024:BL25VG7KBUDIQU5TH6YLGH6XBR

not attested not anchored not stored refs pending

Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

Dean Allemang, Juan Sequeda

arxiv:2405.11706 v1 · 2024-05-20 · cs.AI · cs.DB · cs.IR · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BL25VG7KBUDIQU5TH6YLGH6XBR}

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

NeuroSymbolic Robustness Analysis for Discrete Systems with Respect to Transition Deviations

Semantic Layers for Reliable LLM-Powered Data Analytics: A Paired Benchmark of Accuracy and Hallucination Across Three Frontier Models

Receipt and verification

First computed	2026-07-05T08:20:43.289959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0af5da9bea0d068853b33fb0b31fd70c7f8c174b6cf418fb116fceb64f13762d

Aliases

arxiv: 2405.11706 · arxiv_version: 2405.11706v1 · doi: 10.48550/arxiv.2405.11706 · pith_short_12: BL25VG7KBUDI · pith_short_16: BL25VG7KBUDIQU5T · pith_short_8: BL25VG7K

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/BL25VG7KBUDIQU5TH6YLGH6XBR \
  | 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: 0af5da9bea0d068853b33fb0b31fd70c7f8c174b6cf418fb116fceb64f13762d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7141a0ee0d6469d8c12aa03de5af9a65914f1f68a3f18272b0ece75d516b4534",
    "cross_cats_sorted": [
      "cs.DB",
      "cs.IR",
      "cs.LO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-20T00:28:00Z",
    "title_canon_sha256": "5730ab08f9d7599f57902aa414fc5f137cb6ffab8e5332335e33b3477180eb1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11706",
    "kind": "arxiv",
    "version": 1
  }
}