Pith Number

pith:RELUGUUG

pith:2024:RELUGUUGH5IJKTSQMXTF5DUED4

not attested not anchored not stored refs pending

Can Large Language Models Make the Grade? An Empirical Study Evaluating LLMs Ability to Mark Short Answer Questions in K-12 Education

Adam Boxer, Bill Roberts, Libby Hills, Owen Henkel

arxiv:2405.02985 v1 · 2024-05-05 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RELUGUUGH5IJKTSQMXTF5DUED4}

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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

Students' Perceptions to a Large Language Model's Generated Feedback and Scores of Argumentation Essays

Receipt and verification

First computed	2026-07-05T08:15:56.869473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89174352863f50954e5065e65e8e841f3107d2ec9044622369af024811183a88

Aliases

arxiv: 2405.02985 · arxiv_version: 2405.02985v1 · doi: 10.48550/arxiv.2405.02985 · pith_short_12: RELUGUUGH5IJ · pith_short_16: RELUGUUGH5IJKTSQ · pith_short_8: RELUGUUG

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/RELUGUUGH5IJKTSQMXTF5DUED4 \
  | 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: 89174352863f50954e5065e65e8e841f3107d2ec9044622369af024811183a88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fcfb5add3aaf3db315a96360538d63b6671712bae1154a947c0c847f6159da5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-05T16:11:06Z",
    "title_canon_sha256": "dae36d74e9ef2d830245b68279fce454ba3d8304cf7b2bfb9e83c6e5b0b56e4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02985",
    "kind": "arxiv",
    "version": 1
  }
}