Pith Number

pith:FPL5SNEU

pith:2024:FPL5SNEUQEJT7EWRWGW6UIRPDW

not attested not anchored not stored refs pending

LLMs' Classification Performance is Overclaimed

Elizabeth Garrison, Elmira Talebianaraki, Hanzi Xu, Jiangshu Du, Renze Lou, Slobodan Vucetic, Vahid Mahzoon, Wenpeng Yin, Zhuoan Zhou

arxiv:2406.16203 v3 · 2024-06-23 · 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{FPL5SNEUQEJT7EWRWGW6UIRPDW}

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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

In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification

Receipt and verification

First computed	2026-07-05T08:39:35.392109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bd7d9349481133f92d1b1adea222f1db64101a481528a69b31f3398e650c09e

Aliases

arxiv: 2406.16203 · arxiv_version: 2406.16203v3 · doi: 10.48550/arxiv.2406.16203 · pith_short_12: FPL5SNEUQEJT · pith_short_16: FPL5SNEUQEJT7EWR · pith_short_8: FPL5SNEU

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/FPL5SNEUQEJT7EWRWGW6UIRPDW \
  | 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: 2bd7d9349481133f92d1b1adea222f1db64101a481528a69b31f3398e650c09e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2209f3742ec328d19e1aebbdafccb44266e7d718101b7caa5a05f48857935b4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-23T19:49:10Z",
    "title_canon_sha256": "be44bee7298288d86c3915a538f16efbbe893260ba54f165ddc8aed437cd6abc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16203",
    "kind": "arxiv",
    "version": 3
  }
}