Pith Number

pith:KSHW5FTD

pith:2025:KSHW5FTDWCL6BH673YSVPJ674L

not attested not anchored not stored refs pending

A Comparative Study of Student Perspectives on Technical Writing Feedback Quality: Evaluating LLMs, SLMs, and Humans in Computer Science Topics

Bogdan Simion, Christopher Eaton, Michael Liut, Runlong Ye, Suqing Liu

arxiv:2601.11541 v2 · 2025-12-01 · cs.HC · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KSHW5FTDWCL6BH673YSVPJ674L}

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	2026-06-09T01:05:12.895057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

548f6e9663b097e09fdfde2557a7dfe2d35f79066ee9a671b63b58f1f7fb055b

Aliases

arxiv: 2601.11541 · arxiv_version: 2601.11541v2 · doi: 10.48550/arxiv.2601.11541 · pith_short_12: KSHW5FTDWCL6 · pith_short_16: KSHW5FTDWCL6BH67 · pith_short_8: KSHW5FTD

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/KSHW5FTDWCL6BH673YSVPJ674L \
  | 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: 548f6e9663b097e09fdfde2557a7dfe2d35f79066ee9a671b63b58f1f7fb055b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75ad0d8f3c8767d6b4888b56f82e0d9d9f9047bb0b6294f09333abb5e448ff4a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-12-01T22:51:54Z",
    "title_canon_sha256": "1f4120a112da951ec5859bca0a1617cc38dd5592a0d7780a8058432a773f9393"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.11541",
    "kind": "arxiv",
    "version": 2
  }
}