Pith Number

pith:QNRYMLER

pith:2023:QNRYMLERCDA66TSB2ZTDXFGNLI

not attested not anchored not stored refs pending

From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models

Chan Young Park, Shangbin Feng, Yuhan Liu, Yulia Tsvetkov

arxiv:2305.08283 v3 · 2023-05-15 · cs.CL

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\usepackage{pith}
\pithnumber{QNRYMLERCDA66TSB2ZTDXFGNLI}

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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

3 papers in Pith

Cognitive Architectures for Language Agents

A Roadmap to Pluralistic Alignment

Political Bias Audits of LLMs Capture Sycophancy to the Inferred Auditor

Receipt and verification

First computed	2026-07-05T06:28:18.360180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8363862c9110c1ef4e41d6663b94cd5a19d11c6d6a55361e28ee058989a29cf8

Aliases

arxiv: 2305.08283 · arxiv_version: 2305.08283v3 · doi: 10.48550/arxiv.2305.08283 · pith_short_12: QNRYMLERCDA6 · pith_short_16: QNRYMLERCDA66TSB · pith_short_8: QNRYMLER

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/QNRYMLERCDA66TSB2ZTDXFGNLI \
  | 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: 8363862c9110c1ef4e41d6663b94cd5a19d11c6d6a55361e28ee058989a29cf8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb2b3be2f37484e0f23de90da08234a4029ee2e41b485ecc111e4bb500ce7d3a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-15T00:06:30Z",
    "title_canon_sha256": "313d0cbc401e203a73ee96ecd590cf886db879a965e93ecc850e5fd662cbcbd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.08283",
    "kind": "arxiv",
    "version": 3
  }
}