Pith. sign in
Pith Number

pith:IQLG3OLS

pith:2025:IQLG3OLSWKJMHMUUEGDMA4ZX4W
not attested not anchored not stored refs pending

Actively evaluating and learning the distinctions that matter: Vaccine safety signal detection from emergency triage notes

Christopher Palmer, Gerardo Luis Dimaguila, Hazel Clothier, Jim Black, Jim Buttery, Muhammad Javed, Sedigh Khademi

arxiv:2507.18123 v1 · 2025-07-24 · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IQLG3OLSWKJMHMUUEGDMA4ZX4W}

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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.
Receipt and verification
First computed 2026-07-05T11:42:42.262531Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

44166db972b292c3b2942186c07337e591fe14d84e24acf848defb5f018ce3af

Aliases

arxiv: 2507.18123 · arxiv_version: 2507.18123v1 · doi: 10.48550/arxiv.2507.18123 · pith_short_12: IQLG3OLSWKJM · pith_short_16: IQLG3OLSWKJMHMUU · pith_short_8: IQLG3OLS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IQLG3OLSWKJMHMUUEGDMA4ZX4W \
  | 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: 44166db972b292c3b2942186c07337e591fe14d84e24acf848defb5f018ce3af
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "75fbae4b9651d8338a11e9488badb3b066f899c24c9fc3d0daf1feed8875418e",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-24T06:18:34Z",
    "title_canon_sha256": "b3cb9a15966a24f4f4e6164b94718d45ad7e3eee39ec1864bc45ccbaf662bd41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18123",
    "kind": "arxiv",
    "version": 1
  }
}