Pith Number

pith:U2VLUP4W

pith:2025:U2VLUP4WYX75TZCLO4AYLQAYEU

not attested not anchored not stored refs pending

Are DeepSeek R1 And Other Reasoning Models More Faithful?

James Chua, Owain Evans

arxiv:2501.08156 v5 · 2025-01-14 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U2VLUP4WYX75TZCLO4AYLQAYEU}

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

5 papers in Pith

Overthinking: Amplifying Reasoning Weights to Extract Learned Secrets

Faithfulness as Information Flow: Evaluating and Training Faithful Chain-of-Thought Reasoning

Investigating the Interplay between Contextual and Parametric Chain-of-Thought Faithfulness under Optimization

Compliance versus Sensibility: On the Reasoning Controllability in Large Language Models

LLM Reasoning Is Latent, Not the Chain of Thought

Receipt and verification

First computed	2026-07-05T11:37:14.906124Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6aaba3f96c5ffd9e44b770185c018252b88f1ec52d43fbc533e960b6dcb0cfa

Aliases

arxiv: 2501.08156 · arxiv_version: 2501.08156v5 · doi: 10.48550/arxiv.2501.08156 · pith_short_12: U2VLUP4WYX75 · pith_short_16: U2VLUP4WYX75TZCL · pith_short_8: U2VLUP4W

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/U2VLUP4WYX75TZCLO4AYLQAYEU \
  | 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: a6aaba3f96c5ffd9e44b770185c018252b88f1ec52d43fbc533e960b6dcb0cfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed9546aaaa47993e1b5560442951fd60ae7332aafff6d2980df2946202529c82",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-14T14:31:45Z",
    "title_canon_sha256": "244e40bc05c14c37035f8bbb6e6019a431a70a47c6a25885067c15048cc1f379"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08156",
    "kind": "arxiv",
    "version": 5
  }
}