Pith Number

pith:LMERSWYL

pith:2024:LMERSWYLJ26R4NYQR6PN5T5JSW

not attested not anchored not stored refs pending

Beyond Scaleup: Knowledge-aware Parsimony Learning from Deep Networks

James Kwok, Nan Yin, Qiang Yang, Quanming Yao, Yaqing Wang, Yongqi Zhang

arxiv:2407.00478 v3 · 2024-06-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LMERSWYLJ26R4NYQR6PN5T5JSW}

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

OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction

Receipt and verification

First computed	2026-07-05T09:50:03.604061Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b09195b0b4ebd1e37108f9edecfa995a5125cb4c8a34ab411c323e4fda3099b

Aliases

arxiv: 2407.00478 · arxiv_version: 2407.00478v3 · doi: 10.48550/arxiv.2407.00478 · pith_short_12: LMERSWYLJ26R · pith_short_16: LMERSWYLJ26R4NYQ · pith_short_8: LMERSWYL

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/LMERSWYLJ26R4NYQR6PN5T5JSW \
  | 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: 5b09195b0b4ebd1e37108f9edecfa995a5125cb4c8a34ab411c323e4fda3099b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5bb992f8bcdc104421ee4bf774dd654eb391567c7b67ab202d74354b6a81874b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-29T15:52:37Z",
    "title_canon_sha256": "452c23d25acf5ac65dd496f2ecd17073231f8f651f39e108fce0c3dd60d7a3cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.00478",
    "kind": "arxiv",
    "version": 3
  }
}