Pith Number

pith:V5APF6GA

pith:2024:V5APF6GASDR526QYLBZRI4GRVZ

not attested not anchored not stored refs pending

Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling

Chun Dong, Kalina Bontcheva, Xingyi Song, Yida Mu

arxiv:2403.16248 v2 · 2024-03-24 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V5APF6GASDR526QYLBZRI4GRVZ}

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

3 papers in Pith

An Empirical Study on Logging Evolution On Stack Overflow: Trends, Topics, and Challenges

Investigating Notable Metadata Practices in PyPI Libraries: An Empirical Study about Repository and Donation Platform URLs

Assessing Capabilities of Large Language Models in Social Media Analytics: A Multi-task Quest

Receipt and verification

First computed	2026-07-05T08:00:43.564337Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af40f2f8c090e3dd7a1858731470d1ae46aa8da46b8d7c302b3ee01ee762c7cf

Aliases

arxiv: 2403.16248 · arxiv_version: 2403.16248v2 · doi: 10.48550/arxiv.2403.16248 · pith_short_12: V5APF6GASDR5 · pith_short_16: V5APF6GASDR526QY · pith_short_8: V5APF6GA

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/V5APF6GASDR526QYLBZRI4GRVZ \
  | 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: af40f2f8c090e3dd7a1858731470d1ae46aa8da46b8d7c302b3ee01ee762c7cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "054be43610b8b43296ef9e7f9a9a7e19e56e2e5224c303ffc55b44dece379f41",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-24T17:39:51Z",
    "title_canon_sha256": "3bd83aeb5bd8959dd2969747987b59ac1b7002ed07e98041902b3586c51b4800"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16248",
    "kind": "arxiv",
    "version": 2
  }
}