Pith Number

pith:GNM6ZILR

pith:2023:GNM6ZILR2CLVEUFK6GAR6FECHZ

not attested not anchored not stored refs pending

Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation

Aravindan Raghuveer, Karthikeyan Shanmugam, Navodita Sharma, Shreyas Havaldar, Shubhi Sareen

arxiv:2310.08056 v4 · 2023-10-12 · 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{GNM6ZILR2CLVEUFK6GAR6FECHZ}

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	2026-07-05T07:58:24.058134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3359eca171d0975250aaf1811f14823e40e2f71c7b1bbc2cb937cfd2d25d637e

Aliases

arxiv: 2310.08056 · arxiv_version: 2310.08056v4 · doi: 10.48550/arxiv.2310.08056 · pith_short_12: GNM6ZILR2CLV · pith_short_16: GNM6ZILR2CLVEUFK · pith_short_8: GNM6ZILR

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/GNM6ZILR2CLVEUFK6GAR6FECHZ \
  | 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: 3359eca171d0975250aaf1811f14823e40e2f71c7b1bbc2cb937cfd2d25d637e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33e9bf0105ed6853cd3d59a7660c3e366b653683c7a27d681539996a733e3197",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-12T06:09:26Z",
    "title_canon_sha256": "920a6c58038a712fae367eea37d7aece73b01659f95a30462c44958b8162630a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08056",
    "kind": "arxiv",
    "version": 4
  }
}