Pith Number

pith:XEP63FEV

pith:2024:XEP63FEVRLPFQQPEFSAZ32VKQP

not attested not anchored not stored refs pending

Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs

Changrong Xiao, Kunpeng Zhang, Qi Fu, Qingping Song, Sean Xin Xu, Wenxing Ma, Yufang Wang

arxiv:2401.06431 v2 · 2024-01-12 · 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{XEP63FEVRLPFQQPEFSAZ32VKQP}

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

3 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

MAPLE: A Meta-learning Framework for Cross-Prompt Essay Scoring

Receipt and verification

First computed	2026-07-05T10:18:07.498718Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b91fed94958ade5841e42c819deaaa83dfddfa527567c104a74ad1f74836df3c

Aliases

arxiv: 2401.06431 · arxiv_version: 2401.06431v2 · doi: 10.48550/arxiv.2401.06431 · pith_short_12: XEP63FEVRLPF · pith_short_16: XEP63FEVRLPFQQPE · pith_short_8: XEP63FEV

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/XEP63FEVRLPFQQPEFSAZ32VKQP \
  | 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: b91fed94958ade5841e42c819deaaa83dfddfa527567c104a74ad1f74836df3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58d09268e521f5ecec5eb00210a1f0384c0f0eb0cecc97818f8684455d206809",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-12T07:50:10Z",
    "title_canon_sha256": "ae61ca9d594712798f3b932b63a9f1dc074a9e578303d71e80a6d54adf1abd3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06431",
    "kind": "arxiv",
    "version": 2
  }
}