Pith Number

pith:2E5O47ER

pith:2023:2E5O47ERTQJTFLZYLIRQNN33UR

not attested not anchored not stored refs pending

Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users

Akira Rafhael Janson Pattirane, Alfath Daryl Alhajir, Eko Ridho Dinarto, Jennifer Dodgson, Joseph Lim, Julian Peh, Lin Nanzheng, Syed Danyal Ahmad

arxiv:2311.05903 v2 · 2023-11-10 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2E5O47ERTQJTFLZYLIRQNN33UR}

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

Prompt Governance? On Governing Technologies Governed by Natural Language

Receipt and verification

First computed	2026-07-05T07:57:46.122998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d13aee7c919c1332af385a2306b77ba47a5c0e3482cf11e8d34fac8ae6f212a4

Aliases

arxiv: 2311.05903 · arxiv_version: 2311.05903v2 · doi: 10.48550/arxiv.2311.05903 · pith_short_12: 2E5O47ERTQJT · pith_short_16: 2E5O47ERTQJTFLZY · pith_short_8: 2E5O47ER

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/2E5O47ERTQJTFLZYLIRQNN33UR \
  | 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: d13aee7c919c1332af385a2306b77ba47a5c0e3482cf11e8d34fac8ae6f212a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfe21d5245bf1d5a745ade0fcae22ac2ebd395175ebd5093d40f06cede76b1b1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-11-10T07:13:06Z",
    "title_canon_sha256": "db997946bf9ab142d47e4f24457c3a359ca7c313f5f10167166b5657e90994e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05903",
    "kind": "arxiv",
    "version": 2
  }
}