Pith Number

pith:SULA4FZN

pith:2026:SULA4FZNDSIMUDGCQ62TFUIM2I

not attested not anchored not stored refs pending

Evaluating LLMs' Effectiveness on Real-World Consumer Device Repair Questions

Atm Mizanur Rahman (University of Illinois Urbana-Champaign), Md Arid Hasan (University of Toronto), Sharifa Sultana (University of Illinois Urbana-Champaign), Syed Ishtiaque Ahmed (University of Toronto)

arxiv:2606.03331 v1 · 2026-06-02 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SULA4FZNDSIMUDGCQ62TFUIM2I}

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	2026-06-03T01:05:55.198444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95160e172d1c90ca0cc287b532d10cd22b854f3899d89a588d304f2727bf2909

Aliases

arxiv: 2606.03331 · arxiv_version: 2606.03331v1 · doi: 10.48550/arxiv.2606.03331 · pith_short_12: SULA4FZNDSIM · pith_short_16: SULA4FZNDSIMUDGC · pith_short_8: SULA4FZN

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/SULA4FZNDSIMUDGCQ62TFUIM2I \
  | 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: 95160e172d1c90ca0cc287b532d10cd22b854f3899d89a588d304f2727bf2909

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a7d6bb08e9a2e5b6d58d53f065f848ebd7dc57ae52a1c63783eb09a9ca8424c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-02T08:40:47Z",
    "title_canon_sha256": "6a8a10e422c6dc0fa604be6e19d346ee94fde1d88a29a572ad1a562fc4f73447"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03331",
    "kind": "arxiv",
    "version": 1
  }
}