Pith Number

pith:3ESZFPJW

pith:2025:3ESZFPJWXLROPLPIAPJ36IQXMP

not attested not anchored not stored refs pending

Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning

Anwar Said, Mudassir Shabbir, Obaid Ullah Ahmad, Waseem Abbas, Xenofon Koutsoukos, Yifan Wei

arxiv:2507.15195 v2 · 2025-07-21 · 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{3ESZFPJWXLROPLPIAPJ36IQXMP}

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	2026-07-05T11:40:57.801757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d92592bd36bae2e7ade803d3bf221763d46fe76f04bc7c908a8430ecc16f1ae1

Aliases

arxiv: 2507.15195 · arxiv_version: 2507.15195v2 · doi: 10.48550/arxiv.2507.15195 · pith_short_12: 3ESZFPJWXLRO · pith_short_16: 3ESZFPJWXLROPLPI · pith_short_8: 3ESZFPJW

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/3ESZFPJWXLROPLPIAPJ36IQXMP \
  | 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: d92592bd36bae2e7ade803d3bf221763d46fe76f04bc7c908a8430ecc16f1ae1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "476d8e081ef39fd4e37cdc6afc9dd8698ed81ee15958aed2c5ce2cf772f51c3c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-21T02:45:55Z",
    "title_canon_sha256": "75efa5ea3f1dee408c645cb3da74772dff2ccf756f2aa919e0f981797ace76ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15195",
    "kind": "arxiv",
    "version": 2
  }
}