Pith Number

pith:H252C2CD

pith:2023:H252C2CDX4T7FVGC22JXYFC6RL

not attested not anchored not stored refs pending

Improving accuracy of GPT-3/4 results on biomedical data using a retrieval-augmented language model

Ana Caroline Costa S\'a, Brandon W Higgs, Christina Y Yu, David Soong, Han Si, Hisham Hamadeh, Jan-Samuel Wagner, Kubra Karagoz, Meijian Guan, Sriram Sridhar

arxiv:2305.17116 v2 · 2023-05-26 · 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{H252C2CDX4T7FVGC22JXYFC6RL}

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	2026-07-05T08:59:02.758668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ebba16843bf27f2d4c2d6937c145e8af72cd1a3eea2eeba14daec02a7cb8434

Aliases

arxiv: 2305.17116 · arxiv_version: 2305.17116v2 · doi: 10.48550/arxiv.2305.17116 · pith_short_12: H252C2CDX4T7 · pith_short_16: H252C2CDX4T7FVGC · pith_short_8: H252C2CD

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/H252C2CDX4T7FVGC22JXYFC6RL \
  | 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: 3ebba16843bf27f2d4c2d6937c145e8af72cd1a3eea2eeba14daec02a7cb8434

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11679706265747cbcdb494bfaf68af88494b5c372528db12873fc3d273a78b0b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-26T17:33:05Z",
    "title_canon_sha256": "ad8f8496fd6d1eee70afd820b0be2480cdde36568812a5ac7fae5cb364e5697b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.17116",
    "kind": "arxiv",
    "version": 2
  }
}