Pith Number

pith:IIZ5GNYZ

pith:2025:IIZ5GNYZ4QKEBETSP25AMOBKJX

not attested not anchored not stored refs pending

Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models

Fardin Ahsan Sakib, Karen Trister Grace, Meliha Yetisgen, Ozlem Uzuner, Ziwei Zhu

arxiv:2506.00134 v1 · 2025-05-30 · cs.CL · 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{IIZ5GNYZ4QKEBETSP25AMOBKJX}

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	2026-07-05T11:13:29.500091Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4233d33719e4144092727eba06382a4df54ce692556d723e9c6532f46e4f5ab7

Aliases

arxiv: 2506.00134 · arxiv_version: 2506.00134v1 · doi: 10.48550/arxiv.2506.00134 · pith_short_12: IIZ5GNYZ4QKE · pith_short_16: IIZ5GNYZ4QKEBETS · pith_short_8: IIZ5GNYZ

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/IIZ5GNYZ4QKEBETSP25AMOBKJX \
  | 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: 4233d33719e4144092727eba06382a4df54ce692556d723e9c6532f46e4f5ab7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d36693c8d6ac86d51ca4716c1197791bbc0bbb56bf28679b956f94cec7b716c0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-30T18:11:33Z",
    "title_canon_sha256": "319f02f6804603df8fd30a64910497db6fc38f3490e6fd04845c0bec53b406ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00134",
    "kind": "arxiv",
    "version": 1
  }
}