Pith Number

pith:XOTSV3DQ

pith:2025:XOTSV3DQJ2EF3IJ3JMVF725UPE

not attested not anchored not stored refs pending

From First Draft to Final Insight: A Multi-Agent Approach for Feedback Generation

Chloe Qianhui Zhao, Christian Schunn, Jie Cao, Jionghao Lin, Kenneth R. Koedinger, Shuman Wang, Xian Chen

arxiv:2505.04869 v1 · 2025-05-08 · 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{XOTSV3DQJ2EF3IJ3JMVF725UPE}

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

Automatic Large Language Models Creation of Interactive Learning Lessons

Receipt and verification

First computed	2026-07-05T11:00:14.895590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bba72aec704e885da13b4b2a5febb4792e11e8df9479f4e6fd12a49e7e005523

Aliases

arxiv: 2505.04869 · arxiv_version: 2505.04869v1 · doi: 10.48550/arxiv.2505.04869 · pith_short_12: XOTSV3DQJ2EF · pith_short_16: XOTSV3DQJ2EF3IJ3 · pith_short_8: XOTSV3DQ

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/XOTSV3DQJ2EF3IJ3JMVF725UPE \
  | 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: bba72aec704e885da13b4b2a5febb4792e11e8df9479f4e6fd12a49e7e005523

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77ae847fb16ab15d1a9e8f7dd3659e97aec7d6a966b217cff86dd7da7a1406ed",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-05-08T00:43:28Z",
    "title_canon_sha256": "cf2647e6654036d83ad348b42437d4a959fe3067ec8c84e3195476cae6eee97b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04869",
    "kind": "arxiv",
    "version": 1
  }
}