Pith Number

pith:HCXV2QJ7

pith:2025:HCXV2QJ7DMG6E5HFRBDWSPBGRF

not attested not anchored not stored refs pending

Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models

Alessio Orsino, Domenico Talia, Nicola Gabriele, Riccardo Cantini

arxiv:2507.02799 v1 · 2025-07-03 · 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{HCXV2QJ7DMG6E5HFRBDWSPBGRF}

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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

Discriminatory Compliance: How LLMs Answer Queries from Protected Groups

Investigating Thinking Behaviours of Reasoning-Based Language Models for Social Bias Mitigation

Calibrated? Not for Everyone: How Sexual Orientation and Religious Markers Distort LLM Accuracy and Confidence in Medical QA

Receipt and verification

First computed	2026-07-05T11:31:34.762490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38af5d413f1b0de274e58847693c268946b24296a8c05bfeab5dc35ca32ee20b

Aliases

arxiv: 2507.02799 · arxiv_version: 2507.02799v1 · doi: 10.48550/arxiv.2507.02799 · pith_short_12: HCXV2QJ7DMG6 · pith_short_16: HCXV2QJ7DMG6E5HF · pith_short_8: HCXV2QJ7

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/HCXV2QJ7DMG6E5HFRBDWSPBGRF \
  | 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: 38af5d413f1b0de274e58847693c268946b24296a8c05bfeab5dc35ca32ee20b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4431551bc7924684d8bd1a8d2ddead728545773f38701d7f684ba27ca292f4a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-03T17:01:53Z",
    "title_canon_sha256": "ab838f542b0b1779a625f8d2ab98b37c50c91ce11034553f7d970cae9a7ba2aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02799",
    "kind": "arxiv",
    "version": 1
  }
}