Pith Number

pith:DED3466L

pith:2025:DED3466LH4EVXJOP5FQLL5VVF4

not attested not anchored not stored refs pending

Long Context Automated Essay Scoring with Language Models

Christopher Ormerod, Gitit Kehat

arxiv:2509.10417 v1 · 2025-09-12 · 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{DED3466LH4EVXJOP5FQLL5VVF4}

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.

Receipt and verification

First computed	2026-07-05T12:11:09.430980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1907be7bcb3f095ba5cfe960b5f6b52f1d962a4babadb46c0b2d18eed134c98d

Aliases

arxiv: 2509.10417 · arxiv_version: 2509.10417v1 · doi: 10.48550/arxiv.2509.10417 · pith_short_12: DED3466LH4EV · pith_short_16: DED3466LH4EVXJOP · pith_short_8: DED3466L

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/DED3466LH4EVXJOP5FQLL5VVF4 \
  | 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: 1907be7bcb3f095ba5cfe960b5f6b52f1d962a4babadb46c0b2d18eed134c98d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c69bf58c899688a7ce3d2ef111667d68d8e5c76757f5a34a3373e00e6828d4e5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-12T17:13:47Z",
    "title_canon_sha256": "884480fe5d5c723fb33ace2136bf2863933925be0533e7eec30d9ed75292e05a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10417",
    "kind": "arxiv",
    "version": 1
  }
}