Pith Number

pith:U5I2KILU

pith:2024:U5I2KILUAUKDSFCOTEREZL6NJ6

not attested not anchored not stored refs pending

LEGO-Learn: Label-Efficient Graph Open-Set Learning

Haoyan Xu, Kaize Ding, Kay Liu, Mengyuan Li, Philip S. Yu, Yue Zhao, Zhengtao Yao

arxiv:2410.16386 v2 · 2024-10-21 · cs.LG · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U5I2KILUAUKDSFCOTEREZL6NJ6}

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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.

Cited by

1 paper in Pith

When LLMs meet open-world graph learning: a new perspective for unlabeled data uncertainty

Receipt and verification

First computed	2026-07-05T11:00:39.743272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a751a52174051439144e99224cafcd4f9d4724ea58d638b0c6cb4b32453fffd9

Aliases

arxiv: 2410.16386 · arxiv_version: 2410.16386v2 · doi: 10.48550/arxiv.2410.16386 · pith_short_12: U5I2KILUAUKD · pith_short_16: U5I2KILUAUKDSFCO · pith_short_8: U5I2KILU

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/U5I2KILUAUKDSFCOTEREZL6NJ6 \
  | 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: a751a52174051439144e99224cafcd4f9d4724ea58d638b0c6cb4b32453fffd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47363e3409692c5d75c0edaa1f7ec009995fb8dcc2d6f639c4c54d4c2f6eeddf",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-21T18:01:11Z",
    "title_canon_sha256": "f67daad58f6bbe89b55143bc8514336f78eb81ad63f6e4d320375c32e30a2c6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16386",
    "kind": "arxiv",
    "version": 2
  }
}