Pith Number

pith:Y6ZCZXS7

pith:2025:Y6ZCZXS7KLL4FKKUMUYEBZM3VR

not attested not anchored not stored refs pending

ParaStudent: Generating and Evaluating Realistic Student Code by Teaching LLMs to Struggle

Gireeja Ranade, Joseph E. Gonzalez, Mihran Miroyan, Narges Norouzi, Rose Niousha

arxiv:2507.12674 v2 · 2025-07-16 · cs.CY · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y6ZCZXS7KLL4FKKUMUYEBZM3VR}

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

2 papers in Pith

LLMs Struggle to Measure What Distinguishes Students of Different Proficiency Levels: A Study of Item Discrimination in Reading Comprehension Assessment

Recon: Reconstruction-Guided Reasoning Synthesis for User Modeling

Receipt and verification

First computed	2026-07-05T11:39:15.316538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7b22cde5f52d7c2a954653040e59bac528ff5ae8cb587da68fe9434fd6e2565

Aliases

arxiv: 2507.12674 · arxiv_version: 2507.12674v2 · doi: 10.48550/arxiv.2507.12674 · pith_short_12: Y6ZCZXS7KLL4 · pith_short_16: Y6ZCZXS7KLL4FKKU · pith_short_8: Y6ZCZXS7

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/Y6ZCZXS7KLL4FKKUMUYEBZM3VR \
  | 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: c7b22cde5f52d7c2a954653040e59bac528ff5ae8cb587da68fe9434fd6e2565

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01e7f3020113e6d0d59683f098d8491a4855e512a5bbd1e6cec15a90ffbf9864",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-07-16T23:12:14Z",
    "title_canon_sha256": "96c7b26114d5e40b67b75e582d7ca8a684ae54844ea116a8b132afc75d305bce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12674",
    "kind": "arxiv",
    "version": 2
  }
}