Pith Number

pith:4ZWO4CD7

pith:2025:4ZWO4CD7BPAVICE326RSINJYL7

not attested not anchored not stored refs pending

Large Language Models with Human-In-The-Loop Validation for Systematic Review Data Extraction

Chris Davis Jaldi, Noah L. Schroeder, Shan Zhang

arxiv:2501.11840 v1 · 2025-01-21 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ZWO4CD7BPAVICE326RSINJYL7}

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

From Automation to Collaboration: Human-in-the-Loop Methods for Safe and Trustworthy NLP

Receipt and verification

First computed	2026-07-05T10:03:14.731022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e66cee087f0bc154089bd7a32435385fcd4e2104981e1672b4b309ad9aa82a9e

Aliases

arxiv: 2501.11840 · arxiv_version: 2501.11840v1 · doi: 10.48550/arxiv.2501.11840 · pith_short_12: 4ZWO4CD7BPAV · pith_short_16: 4ZWO4CD7BPAVICE3 · pith_short_8: 4ZWO4CD7

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/4ZWO4CD7BPAVICE326RSINJYL7 \
  | 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: e66cee087f0bc154089bd7a32435385fcd4e2104981e1672b4b309ad9aa82a9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b63eb6a4b7442df86869da1f3fe3ff016491e41291103803898ef7806ed362f1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-01-21T02:49:43Z",
    "title_canon_sha256": "ed32ce90f403b8d730036e00fe69d08e3c4880b2e0878abc33843d8a3f9ec0e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11840",
    "kind": "arxiv",
    "version": 1
  }
}