Pith Number

pith:VLU7AMCB

pith:2025:VLU7AMCBGCGXXWTJ7MLKNCY3ZR

not attested not anchored not stored refs pending

Integrating External Tools with Large Language Models to Improve Accuracy

Hadj Batatia, Nripesh Niketan

arxiv:2507.08034 v1 · 2025-07-09 · 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{VLU7AMCBGCGXXWTJ7MLKNCY3ZR}

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	2026-07-05T11:35:16.154147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aae9f03041308d7bda69fb16a68b1bcc6980d08d5190ceb76cfee0b182b42112

Aliases

arxiv: 2507.08034 · arxiv_version: 2507.08034v1 · doi: 10.48550/arxiv.2507.08034 · pith_short_12: VLU7AMCBGCGX · pith_short_16: VLU7AMCBGCGXXWTJ · pith_short_8: VLU7AMCB

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/VLU7AMCBGCGXXWTJ7MLKNCY3ZR \
  | 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: aae9f03041308d7bda69fb16a68b1bcc6980d08d5190ceb76cfee0b182b42112

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbdbb05f09dcbb0f13d0b3945af1e309b5c8b19c9cde27ad156add62094353f5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-09T04:09:59Z",
    "title_canon_sha256": "0adcc2d3770f31bb5ef735b839a6375476c81c6e0c6c7139e5a1a3cea4638d9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08034",
    "kind": "arxiv",
    "version": 1
  }
}