Pith Number

pith:JXW3PK2A

pith:2023:JXW3PK2APAZUIDMIDGIZOW7VAK

not attested not anchored not stored refs pending

Higher-Order Expander Graph Propagation

Thomas Christie, Yu He

arxiv:2311.07966 v1 · 2023-11-14 · 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{JXW3PK2APAZUIDMIDGIZOW7VAK}

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

1 paper in Pith

What makes a good feedforward computational graph?

Receipt and verification

First computed	2026-07-05T07:12:26.411896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4dedb7ab407833440d881991975bf502831d62eab1f3233b288222d22cf550f3

Aliases

arxiv: 2311.07966 · arxiv_version: 2311.07966v1 · doi: 10.48550/arxiv.2311.07966 · pith_short_12: JXW3PK2APAZU · pith_short_16: JXW3PK2APAZUIDMI · pith_short_8: JXW3PK2A

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/JXW3PK2APAZUIDMIDGIZOW7VAK \
  | 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: 4dedb7ab407833440d881991975bf502831d62eab1f3233b288222d22cf550f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "275f1f4aecbe6641bea29425b7cff9cd11aadd07b02e777d85cb708d165cf2fa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-14T07:44:46Z",
    "title_canon_sha256": "54dcc2c6207d4fd5c291325415e09a73c40fe0cae391bafad99c9d5b1328f2c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07966",
    "kind": "arxiv",
    "version": 1
  }
}