Pith Number

pith:3MGQW7MV

pith:2021:3MGQW7MV24ICOGVRVCPG4UEGNB

not attested not anchored not stored refs pending

Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction

Andrew Bartko, Chun-Nan Hsu, Ho-Cheol Kim, Molly Huang, Tyler Baldwin, William Hogan, Yannis Katsis, Yoshiki Vazquez Baeza

arxiv:2110.12501 v1 · 2021-10-24 · cs.CL · 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{3MGQW7MV24ICOGVRVCPG4UEGNB}

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	2026-07-05T03:25:20.901730Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db0d0b7d95d710271ab1a89e6e50866843b7f709c3cc99405bd47f54b6ecc418

Aliases

arxiv: 2110.12501 · arxiv_version: 2110.12501v1 · doi: 10.48550/arxiv.2110.12501 · pith_short_12: 3MGQW7MV24IC · pith_short_16: 3MGQW7MV24ICOGVR · pith_short_8: 3MGQW7MV

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/3MGQW7MV24ICOGVRVCPG4UEGNB \
  | 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: db0d0b7d95d710271ab1a89e6e50866843b7f709c3cc99405bd47f54b6ecc418

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "581675d56e650b7ec0cae6a3d090922f994b360e5c39036c17580d67febb1bad",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-24T17:49:20Z",
    "title_canon_sha256": "70da863dc8927090c0c9d67b09e28f05ea8a1fd4e4033db965b8feaa3c1501a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.12501",
    "kind": "arxiv",
    "version": 1
  }
}