Pith Number

pith:OZLJCPSO

pith:2023:OZLJCPSOPZGP736GFCKQK74LMG

not attested not anchored not stored refs pending

Using large language models to promote health equity

Dan Jurafsky, Divya Shanmugam, Emma Pierson, Harini Suresh, Jon Kleinberg, Judy Wawira Gichoya, Kadija Ferryman, Karen Levy, Keyon Vafa, Mark Dredze, Monica Agrawal, Pang Wei Koh, Rajiv Movva, Sendhil Mullainathan, Ziad Obermeyer

arxiv:2312.14804 v2 · 2023-12-22 · cs.CY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZLJCPSOPZGP736GFCKQK74LMG}

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	2026-07-05T09:57:38.897659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7656913e4e7e4cffefc62895057f8b61aeee60f367c8e2453388cc8096922885

Aliases

arxiv: 2312.14804 · arxiv_version: 2312.14804v2 · doi: 10.48550/arxiv.2312.14804 · pith_short_12: OZLJCPSOPZGP · pith_short_16: OZLJCPSOPZGP736G · pith_short_8: OZLJCPSO

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/OZLJCPSOPZGP736GFCKQK74LMG \
  | 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: 7656913e4e7e4cffefc62895057f8b61aeee60f367c8e2453388cc8096922885

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32c9cb7b87d294c59d94ed0c6ccf3627c2893c8a69cd4d50cac2a427c1916607",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-12-22T16:26:20Z",
    "title_canon_sha256": "a8c4bd1e04fa6d4ab6dddf6dd7992de8171a6a259e9ba58274955cb2fadca8c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14804",
    "kind": "arxiv",
    "version": 2
  }
}