Pith Number

pith:JF2RVPXL

pith:2024:JF2RVPXLY7373HSUYYYJUP2WD2

not attested not anchored not stored refs pending

Can Large Language Models Automatically Score Proficiency of Written Essays?

Salam Albatarni, Sohaila Eltanbouly, Tamer Elsayed, Watheq Mansour

arxiv:2403.06149 v2 · 2024-03-10 · 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{JF2RVPXLY7373HSUYYYJUP2WD2}

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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

2 papers in Pith

LLM Performance on a Real, Double-Marked GCSE Benchmark

From Texts to Scores: Tracing the Emergence of Essay Quality Representations in Large Language Models

Receipt and verification

First computed	2026-07-05T08:08:21.397157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49751abeebc7f7fd9e54c6309a3f561e9962094627ac96b5bf1a120f88764391

Aliases

arxiv: 2403.06149 · arxiv_version: 2403.06149v2 · doi: 10.48550/arxiv.2403.06149 · pith_short_12: JF2RVPXLY737 · pith_short_16: JF2RVPXLY7373HSU · pith_short_8: JF2RVPXL

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/JF2RVPXLY7373HSUYYYJUP2WD2 \
  | 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: 49751abeebc7f7fd9e54c6309a3f561e9962094627ac96b5bf1a120f88764391

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8aebd00228d8a268c588b30917b2446bb849af426955638167106bef8c91a664",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-10T09:39:00Z",
    "title_canon_sha256": "72b57ab3ed9fa789157fa49a926b1146c7d883dbbc063f32852c8bbed73ee3da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.06149",
    "kind": "arxiv",
    "version": 2
  }
}