Pith Number

pith:AWFPFMVQ

pith:2026:AWFPFMVQHCWTXBGCSIWB3OI7AB

not attested not anchored not stored refs pending

Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention

Li Niu, Qianli Ma, Qingyang Liu, Shuochen Chang, Tong Bai, Xiaofeng Zhang, Yibo Miao, Zhaohe Liao

arxiv:2606.01243 v1 · 2026-05-31 · cs.CL · 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{AWFPFMVQHCWTXBGCSIWB3OI7AB}

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.

Receipt and verification

First computed	2026-06-02T02:04:27.755968Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

058af2b2b038ad3b84c2922c1db91f007f668e0616da83001e92e07a1ecf062a

Aliases

arxiv: 2606.01243 · arxiv_version: 2606.01243v1 · doi: 10.48550/arxiv.2606.01243 · pith_short_12: AWFPFMVQHCWT · pith_short_16: AWFPFMVQHCWTXBGC · pith_short_8: AWFPFMVQ

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/AWFPFMVQHCWTXBGCSIWB3OI7AB \
  | 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: 058af2b2b038ad3b84c2922c1db91f007f668e0616da83001e92e07a1ecf062a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00d2ca71c4892f87650841961a40e6d895ea5143bb8eddffd1d49e8942863790",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-31T13:52:24Z",
    "title_canon_sha256": "fe183f341ba305b16f86985aa49900634bda99f8193233ca1164b3dfbe4c6797"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01243",
    "kind": "arxiv",
    "version": 1
  }
}