Pith Number

pith:VJGZWCI2

pith:2026:VJGZWCI22U3L5ZKBWACAUBFO27

not attested not anchored not stored refs pending

InfoFlow: A Framework for Multi-Layer Transformer Analysis

Haotian Jiang, Penghao Yu, Qianxiao Li, Zeyu Bao

arxiv:2605.17930 v1 · 2026-05-18 · 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{VJGZWCI22U3L5ZKBWACAUBFO27}

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	2026-05-20T00:05:06.631361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa4d9b091ad536bee541b0040a04aed7d9ffcef8075c515342173204b7cef98c

Aliases

arxiv: 2605.17930 · arxiv_version: 2605.17930v1 · doi: 10.48550/arxiv.2605.17930 · pith_short_12: VJGZWCI22U3L · pith_short_16: VJGZWCI22U3L5ZKB · pith_short_8: VJGZWCI2

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/VJGZWCI22U3L5ZKBWACAUBFO27 \
  | 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: aa4d9b091ad536bee541b0040a04aed7d9ffcef8075c515342173204b7cef98c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4733d02ccd10c0d4728d6f6f3f59e6148b1286e4cb1c9e6b3dcf310025e3929",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-18T06:38:39Z",
    "title_canon_sha256": "3185af456c8b549b46f3b0a49b9fe5271a623b32fdf7f81326932e00622577f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.17930",
    "kind": "arxiv",
    "version": 1
  }
}