Pith Number

pith:PMEBPZHO

pith:2024:PMEBPZHOX57WOAPO76HR6ESVG4

not attested not anchored not stored refs pending

Unveiling Scoring Processes: Dissecting the Differences between LLMs and Human Graders in Automatic Scoring

Ehsan Latif, Gyeonggeon Lee, Ninghao Liu, Padmaja Pravin Saraf, Xiaoming Zhai, Xuansheng Wu

arxiv:2407.18328 v2 · 2024-07-04 · cs.CL · 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{PMEBPZHOX57WOAPO76HR6ESVG4}

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

Generative-Evaluative Agreement: A Necessary Validity Criterion for LLM-Enabled Adaptive Assessment

Receipt and verification

First computed	2026-07-05T10:17:48.219577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b0817e4eebf7f6701eeff8f1f125537151851f4d8edd847f81c73600c9e9f8e

Aliases

arxiv: 2407.18328 · arxiv_version: 2407.18328v2 · doi: 10.48550/arxiv.2407.18328 · pith_short_12: PMEBPZHOX57W · pith_short_16: PMEBPZHOX57WOAPO · pith_short_8: PMEBPZHO

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/PMEBPZHOX57WOAPO76HR6ESVG4 \
  | 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: 7b0817e4eebf7f6701eeff8f1f125537151851f4d8edd847f81c73600c9e9f8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8c27d50684fa74f4e4c6067811b5d922cf8732e14a73d8e97458865f9718ada",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-04T22:26:20Z",
    "title_canon_sha256": "4429976377def1cd61a5c8b42f3d24b52c1906e0de492aadc05869816b8be97d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18328",
    "kind": "arxiv",
    "version": 2
  }
}