Pith Number

pith:Y34FQMUM

pith:2024:Y34FQMUMWYTJYKSHHCTVBQ4IF6

not attested not anchored not stored refs pending

Using Large Language Models to Assign Partial Credit to Students' Explanations of Problem-Solving Process: Grade at Human Level Accuracy with Grading Confidence Index and Personalized Student-facing Feedback

Tong Wan, Zhongzhou Chen

arxiv:2412.06910 v3 · 2024-12-09 · physics.ed-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y34FQMUMWYTJYKSHHCTVBQ4IF6}

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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

Performance of ChatGPT on tasks involving physics visual representations: the case of the Brief Electricity and Magnetism Assessment

Receipt and verification

First computed	2026-07-05T11:56:16.635661Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6f858328cb6269c2a4738a750c3882fbccc2b4dcf2976a92bd71e70622d93ef

Aliases

arxiv: 2412.06910 · arxiv_version: 2412.06910v3 · doi: 10.48550/arxiv.2412.06910 · pith_short_12: Y34FQMUMWYTJ · pith_short_16: Y34FQMUMWYTJYKSH · pith_short_8: Y34FQMUM

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/Y34FQMUMWYTJYKSHHCTVBQ4IF6 \
  | 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: c6f858328cb6269c2a4738a750c3882fbccc2b4dcf2976a92bd71e70622d93ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac4e3f06de6aa5f11c09a57d6bc54174eab47772518805d9fbaa58e53a8eabe8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "physics.ed-ph",
    "submitted_at": "2024-12-09T19:02:07Z",
    "title_canon_sha256": "d72fea3a1915447bdec9f2dc5d72b51087095f8547e6e624f1c46e57c020e8bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06910",
    "kind": "arxiv",
    "version": 3
  }
}