Pith Number

pith:SUGVL3GN

pith:2024:SUGVL3GN5S2NXGWPQQSEKAKUZR

not attested not anchored not stored refs pending

PoliTune: Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in Large Language Models

Ahmed Agiza, Mohamed Mostagir, Sherief Reda

arxiv:2404.08699 v3 · 2024-04-10 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{SUGVL3GN5S2NXGWPQQSEKAKUZR}

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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

2 papers in Pith

Hedging and Non-Affirmation: Quantifying LLM Alignment on Questions of Human Rights

DebiasRAG: A Tuning-Free Path to Fair Generation in Large Language Models through Retrieval-Augmented Generation

Receipt and verification

First computed	2026-07-05T08:49:33.037724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

950d55eccdecb4db9acf8424450154cc7a00b9f1bb009db65361eea7f6709470

Aliases

arxiv: 2404.08699 · arxiv_version: 2404.08699v3 · doi: 10.48550/arxiv.2404.08699 · pith_short_12: SUGVL3GN5S2N · pith_short_16: SUGVL3GN5S2NXGWP · pith_short_8: SUGVL3GN

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/SUGVL3GN5S2NXGWPQQSEKAKUZR \
  | 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: 950d55eccdecb4db9acf8424450154cc7a00b9f1bb009db65361eea7f6709470

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a2e8578b06e47ba8823c7c76cc72cdd9d3335a2296e99335de230277ef44e7c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-10T16:30:09Z",
    "title_canon_sha256": "17b1aabc0028faebd2cb645dd486946744600f174ed657a174125c9c80b1d3a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.08699",
    "kind": "arxiv",
    "version": 3
  }
}