Pith Number

pith:YGVAQ5AS

pith:2025:YGVAQ5ASAQGP7IKFBLPGMWXCIY

not attested not anchored not stored refs pending

Can Small GenAI Language Models Rival Large Language Models in Understanding Application Behavior?

Ali A. Ghorbani, Hamed Jelodar, Mohammad Meymani, Parisa Hamedi, Roozbeh Razavi-Far

arxiv:2511.12576 v2 · 2025-11-16 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YGVAQ5ASAQGP7IKFBLPGMWXCIY}

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	2026-06-12T01:09:16.515810Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1aa087412040cffa1450ade665ae246319574fc4033627b276037f275c017d4

Aliases

arxiv: 2511.12576 · arxiv_version: 2511.12576v2 · doi: 10.48550/arxiv.2511.12576 · pith_short_12: YGVAQ5ASAQGP · pith_short_16: YGVAQ5ASAQGP7IKF · pith_short_8: YGVAQ5AS

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/YGVAQ5ASAQGP7IKFBLPGMWXCIY \
  | 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: c1aa087412040cffa1450ade665ae246319574fc4033627b276037f275c017d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7b0b25af4808d0bf6fc8f38d58466af8980ecd71729e396b9684c876cb3946e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-11-16T12:38:28Z",
    "title_canon_sha256": "4c92a4cd0b8025372c7494062b173291d80d3dbf695e93a8fce353e219fd5f80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.12576",
    "kind": "arxiv",
    "version": 2
  }
}