Pith Number

pith:RMUJXR2W

pith:2025:RMUJXR2W76NT5JUR7APC7UF3ON

not attested not anchored not stored refs pending

Just Read the Question: Enabling Generalization to New Assessment Items with Text Awareness

Anna N. Rafferty, Arisha Khan, Nathaniel Li, Tori Shen

arxiv:2507.08154 v1 · 2025-07-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RMUJXR2W76NT5JUR7APC7UF3ON}

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

Just Read the Question: Enabling Generalization to New Assessment Items with Text Awareness

Receipt and verification

First computed	2026-07-05T11:35:18.067962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b289bc756ff9b3ea691f81e2fd0bb7368630c717789cb70b7bdec68a1a13558

Aliases

arxiv: 2507.08154 · arxiv_version: 2507.08154v1 · doi: 10.48550/arxiv.2507.08154 · pith_short_12: RMUJXR2W76NT · pith_short_16: RMUJXR2W76NT5JUR · pith_short_8: RMUJXR2W

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/RMUJXR2W76NT5JUR7APC7UF3ON \
  | 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: 8b289bc756ff9b3ea691f81e2fd0bb7368630c717789cb70b7bdec68a1a13558

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c43195bac3186fb6ac5cc14cf0492ee655ff3338857eea7d43778e8df6f071cc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-10T20:23:02Z",
    "title_canon_sha256": "d208e6d0a03ce70809f8b6a879f62e1f26f4b782bd56de020455d26d1815933c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08154",
    "kind": "arxiv",
    "version": 1
  }
}