Pith Number

pith:F5NY3MFW

pith:2021:F5NY3MFWFAM3SM7F73ZN4IUKZU

not attested not anchored not stored refs pending

Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review

Felipe Giuste, Li Tong, May D. Wang, Mitali Gupte, Monica Isgut, Tarun Naren, Wenqi Shi, Ying Sha, Yuanda Zhu

arxiv:2112.12705 v4 · 2021-12-23 · cs.AI · 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{F5NY3MFWFAM3SM7F73ZN4IUKZU}

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	2026-07-05T04:34:14.719267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f5b8db0b62819b933e5fef2de228acd2ee5ecda489abcc4aaf3183afbd51b97

Aliases

arxiv: 2112.12705 · arxiv_version: 2112.12705v4 · doi: 10.48550/arxiv.2112.12705 · pith_short_12: F5NY3MFWFAM3 · pith_short_16: F5NY3MFWFAM3SM7F · pith_short_8: F5NY3MFW

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/F5NY3MFWFAM3SM7F73ZN4IUKZU \
  | 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: 2f5b8db0b62819b933e5fef2de228acd2ee5ecda489abcc4aaf3183afbd51b97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a72ca977e89d754ae40a80e10c5155b593c9657ee0dcecabcec9428babb789a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-12-23T16:55:27Z",
    "title_canon_sha256": "f2d16946f1577f7f1e5505cb2a5119fc7f35b099d384acc9f1e2a15ec50db55a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.12705",
    "kind": "arxiv",
    "version": 4
  }
}