Pith Number

pith:QL2VMVNZ

pith:2026:QL2VMVNZPWJTLS4OPGFV2RAH6Y

not attested not anchored not stored refs pending

Can Graph Learning Learn Circuits?

Ankit Ramakrishnan, Chester Tan, Courtney Maynard, Ingo Scholtes, Moritz Lampert, Tina Eliassi-Rad

arxiv:2608.08536 v1 · 2026-08-09 · 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{QL2VMVNZPWJTLS4OPGFV2RAH6Y}

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	2026-08-11T01:22:54.242638Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82f55655b97d9335cb8e798b5d4407f61dbaef2a4c8a0ac5d892c480a49708e1

Aliases

arxiv: 2608.08536 · arxiv_version: 2608.08536v1 · doi: 10.48550/arxiv.2608.08536 · pith_short_12: QL2VMVNZPWJT · pith_short_16: QL2VMVNZPWJTLS4O · pith_short_8: QL2VMVNZ

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/QL2VMVNZPWJTLS4OPGFV2RAH6Y \
  | 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: 82f55655b97d9335cb8e798b5d4407f61dbaef2a4c8a0ac5d892c480a49708e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97d12e686e2054be6491c834b59d2b117d2c10313112d9944d08c6e5868a4f76",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-09T07:14:13Z",
    "title_canon_sha256": "af87d61fa0876896cacb0016445e251d47f974447c5b31985487a14b97a035a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.08536",
    "kind": "arxiv",
    "version": 1
  }
}