Pith Number

pith:5XA5F3VG

pith:2021:5XA5F3VGZKVIYOWHUJG52HCK7I

not attested not anchored not stored refs pending

Automated Essay Scoring Using Transformer Models

Christian Mayer, Christopher Hansen, Kerstin Eilers, Sabrina Ludwig, Steffen Brandt

arxiv:2110.06874 v1 · 2021-10-13 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5XA5F3VGZKVIYOWHUJG52HCK7I}

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

Quantifying Holistic Review: A Multi-Modal Approach to College Admissions Prediction

Receipt and verification

First computed	2026-07-05T03:56:16.503648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edc1d2eea6caaa8c3ac7a24ddd1c4afa1e96601cacc24263d7ce29838f2fa953

Aliases

arxiv: 2110.06874 · arxiv_version: 2110.06874v1 · doi: 10.48550/arxiv.2110.06874 · pith_short_12: 5XA5F3VGZKVI · pith_short_16: 5XA5F3VGZKVIYOWH · pith_short_8: 5XA5F3VG

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/5XA5F3VGZKVIYOWHUJG52HCK7I \
  | 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: edc1d2eea6caaa8c3ac7a24ddd1c4afa1e96601cacc24263d7ce29838f2fa953

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00668e0c3d0a8cb3aee8b1d5f17630a29a4b8aa809118d1b3bf90fa3072c37a8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-13T17:09:47Z",
    "title_canon_sha256": "cc293fa630e5ddd3396427705ed3d1c0bc7c970fd039061af5cce2f5065e70df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.06874",
    "kind": "arxiv",
    "version": 1
  }
}