Pith Number

pith:C34E3PMX

pith:2025:C34E3PMXWPLI7BXKVUX4KFCGF2

not attested not anchored not stored refs pending

Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring

Kun Liang, Qinghan Wang, Sanwoo Lee, Yida Cai, Yunfang Wu

arxiv:2504.05736 v1 · 2025-04-08 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C34E3PMXWPLI7BXKVUX4KFCGF2}

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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

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

PsyScore: A Psychometrically-Aware Framework for Trait-Adaptive Essay Scoring and ZPD-Scaffolded Feedback

Receipt and verification

First computed	2026-07-05T10:46:08.878123Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16f84dbd97b3d68f86eaad2fc514462ea614560183f0b3364c235fee8b9e7ab3

Aliases

arxiv: 2504.05736 · arxiv_version: 2504.05736v1 · doi: 10.48550/arxiv.2504.05736 · pith_short_12: C34E3PMXWPLI · pith_short_16: C34E3PMXWPLI7BXK · pith_short_8: C34E3PMX

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/C34E3PMXWPLI7BXKVUX4KFCGF2 \
  | 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: 16f84dbd97b3d68f86eaad2fc514462ea614560183f0b3364c235fee8b9e7ab3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d91d50ed75b8965e77c23fb1227a3b0dbbf3c5c855c0ac634c0440e2a091e001",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-08T07:10:51Z",
    "title_canon_sha256": "f4063a72daad67e6fe72ad05e69939f8dc5bced70810d7c98129c2f48af6cc3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.05736",
    "kind": "arxiv",
    "version": 1
  }
}