Pith Number

pith:ITZV56L7

pith:2024:ITZV56L7IGTEO6JUKRNHJWL4EE

not attested not anchored not stored refs pending

MonoSparse-CAM: Efficient Tree Model Processing via Monotonicity and Sparsity in CAMs

Brady Taylor, Hai Li (Helen), Tergel Molom-Ochir, Yiran Chen

arxiv:2407.11071 v2 · 2024-07-12 · cs.LG · cs.AI · cs.AR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ITZV56L7IGTEO6JUKRNHJWL4EE}

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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	2026-07-05T09:54:27.605542Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44f35ef97f41a6477934545a74d97c210a85fa4a97d82ec7221b4a6a5bec4084

Aliases

arxiv: 2407.11071 · arxiv_version: 2407.11071v2 · doi: 10.48550/arxiv.2407.11071 · pith_short_12: ITZV56L7IGTE · pith_short_16: ITZV56L7IGTEO6JU · pith_short_8: ITZV56L7

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/ITZV56L7IGTEO6JUKRNHJWL4EE \
  | 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: 44f35ef97f41a6477934545a74d97c210a85fa4a97d82ec7221b4a6a5bec4084

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "402474844e652dc57f99a48e13100eedf46bb4c64848c02e3bf934d11164022e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-12T20:34:59Z",
    "title_canon_sha256": "9148b76b687079a85ae6094da88c1da013a11f789b4845f3a7a3c14e7c7dc68a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11071",
    "kind": "arxiv",
    "version": 2
  }
}