Pith Number

pith:UVWMVAUH

pith:2023:UVWMVAUHUGKVFJRRQNOODXPKSU

not attested not anchored not stored refs pending

Can large language models replace humans in the systematic review process? Evaluating GPT-4's efficacy in screening and extracting data from peer-reviewed and grey literature in multiple languages

Azza Warraitch, Johanna Kappenberg, Kristin Hadfield, Qusai Khraisha, Sophie Put

arxiv:2310.17526 v2 · 2023-10-26 · cs.CL · 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{UVWMVAUHUGKVFJRRQNOODXPKSU}

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.

Cited by

1 paper in Pith

Carry the Tail in Consensus Protocols

Receipt and verification

First computed	2026-07-05T08:06:25.890347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a56cca8287a19552a631835ce1ddea952506b631a59aa38c8d02f236e8491b6b

Aliases

arxiv: 2310.17526 · arxiv_version: 2310.17526v2 · doi: 10.48550/arxiv.2310.17526 · pith_short_12: UVWMVAUHUGKV · pith_short_16: UVWMVAUHUGKVFJRR · pith_short_8: UVWMVAUH

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/UVWMVAUHUGKVFJRRQNOODXPKSU \
  | 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: a56cca8287a19552a631835ce1ddea952506b631a59aa38c8d02f236e8491b6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a15f2e7ec4a6e0d2f8ca21dbe9bb6003515662a92f53fd1ba02bdae8090b0d73",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-26T16:18:30Z",
    "title_canon_sha256": "9442571bccad11c51dfd0771629fd863402189600e8cec2cfe2bcebb583e2aea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.17526",
    "kind": "arxiv",
    "version": 2
  }
}