Pith Number

pith:IQNHA3VE

pith:2024:IQNHA3VEMLH5MHNZ76RIFBK4JJ

not attested not anchored not stored refs pending

Supporting Self-Reflection at Scale with Large Language Models: Insights from Randomized Field Experiments in Classrooms

Anna Rafferty, Benjamin Lawson, Harsh Kumar, Huayin Luo, Ilya Musabirov, Jiakai Shi, John Stamper, Joseph Jay Williams, Michael Liut, Ruiwei Xiao, Xinyuan Wang

arxiv:2406.07571 v1 · 2024-06-01 · 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{IQNHA3VEMLH5MHNZ76RIFBK4JJ}

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

The New Calculator? Practices, Norms, and Implications of Generative AI in Higher Education

Receipt and verification

First computed	2026-07-05T09:36:12.324743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

441a706ea462cfd61db9ffa282855c4a731a58792422ebf14aca27049492ef61

Aliases

arxiv: 2406.07571 · arxiv_version: 2406.07571v1 · doi: 10.48550/arxiv.2406.07571 · pith_short_12: IQNHA3VEMLH5 · pith_short_16: IQNHA3VEMLH5MHNZ · pith_short_8: IQNHA3VE

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/IQNHA3VEMLH5MHNZ76RIFBK4JJ \
  | 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: 441a706ea462cfd61db9ffa282855c4a731a58792422ebf14aca27049492ef61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aadba0bf2f97b095212e5acad9119b690566c5765ce16b29d97a7769ac7185cd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-06-01T02:41:59Z",
    "title_canon_sha256": "ed8e849907d35c03fbd3851ae7d203e131d9ea2647df888304cce506056e6d24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07571",
    "kind": "arxiv",
    "version": 1
  }
}