Pith Number

pith:V7IYH7PD

pith:2025:V7IYH7PDEBWHDLCGHH3LFFLPT2

not attested not anchored not stored refs pending

Implicit Reasoning in Transformers is Reasoning through Shortcuts

Deqing Yang, Jian Xie, Siyu Yuan, Tianhe Lin

arxiv:2503.07604 v3 · 2025-03-10 · 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{V7IYH7PDEBWHDLCGHH3LFFLPT2}

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

3 papers in Pith

Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation

Receipt and verification

First computed	2026-07-05T11:14:05.069032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afd183fde3206c71ac4639f6b2956f9e83df2cae0fc3b61265fb997640d00cbe

Aliases

arxiv: 2503.07604 · arxiv_version: 2503.07604v3 · doi: 10.48550/arxiv.2503.07604 · pith_short_12: V7IYH7PDEBWH · pith_short_16: V7IYH7PDEBWHDLCG · pith_short_8: V7IYH7PD

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/V7IYH7PDEBWHDLCGHH3LFFLPT2 \
  | 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: afd183fde3206c71ac4639f6b2956f9e83df2cae0fc3b61265fb997640d00cbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "626993830e878d1e36827dc6f4542e84ca1cacff275b36cbe75af9a37f3c55dd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-10T17:58:31Z",
    "title_canon_sha256": "912a40ccac1c24ccc03e89bf51f2570caf7fa2daaf2001745e7cab11cbdf27c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07604",
    "kind": "arxiv",
    "version": 3
  }
}