Pith Number

pith:TKEV4STU

pith:2024:TKEV4STUEBKOYLRWIO46IMIKA5

not attested not anchored not stored refs pending

Zero-shot Generative Large Language Models for Systematic Review Screening Automation

Bevan Koopman, Guido Zuccon, Harrisen Scells, Martin Potthast, Shengyao Zhuang, Shuai Wang

arxiv:2401.06320 v2 · 2024-01-12 · cs.IR · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TKEV4STUEBKOYLRWIO46IMIKA5}

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	2026-07-05T07:40:05.688956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a895e4a742054ec2e3643b9e4310a0771e084d60ec803a8cf4a975641cf2ad2

Aliases

arxiv: 2401.06320 · arxiv_version: 2401.06320v2 · doi: 10.48550/arxiv.2401.06320 · pith_short_12: TKEV4STUEBKO · pith_short_16: TKEV4STUEBKOYLRW · pith_short_8: TKEV4STU

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/TKEV4STUEBKOYLRWIO46IMIKA5 \
  | 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: 9a895e4a742054ec2e3643b9e4310a0771e084d60ec803a8cf4a975641cf2ad2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5f3245a6882f1c23c4dee31001f82cfc3bcfa39372268a4ab6f11c8418cc752",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-01-12T01:54:08Z",
    "title_canon_sha256": "931be16ed25f89e2442f401b4620543a571e5d157a313d35a72ea0bd37bd5afb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06320",
    "kind": "arxiv",
    "version": 2
  }
}