Pith Number

pith:52SKZCPU

pith:2024:52SKZCPUKRXFTPRSTMRE6OCRTA

not attested not anchored not stored refs pending

Self-training Large Language Models through Knowledge Detection

Erik Cambria, Przemyslaw Kazienko, Ranjan Satapathy, Teddy Ferdinan, Wei Jie Yeo

arxiv:2406.11275 v2 · 2024-06-17 · 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{52SKZCPUKRXFTPRSTMRE6OCRTA}

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

1 paper in Pith

SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation

Receipt and verification

First computed	2026-07-05T09:34:14.963930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eea4ac89f4546e59be329b224f38519804a2e9bbe515d5a9e06f32a8713076db

Aliases

arxiv: 2406.11275 · arxiv_version: 2406.11275v2 · doi: 10.48550/arxiv.2406.11275 · pith_short_12: 52SKZCPUKRXF · pith_short_16: 52SKZCPUKRXFTPRS · pith_short_8: 52SKZCPU

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/52SKZCPUKRXFTPRSTMRE6OCRTA \
  | 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: eea4ac89f4546e59be329b224f38519804a2e9bbe515d5a9e06f32a8713076db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b33e1049971e2efacbe2c41f0dbe95c8d21e3a4d5abf2e7d53d18c4215bd3a7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T07:25:09Z",
    "title_canon_sha256": "f39007266b033b1ae000776f67a3a51029fe1f46f705588cc7b922e715da639f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11275",
    "kind": "arxiv",
    "version": 2
  }
}