Pith Number

pith:HA5EARAV

pith:2023:HA5EARAVNPJGTFZQK7SO6K2GZF

not attested not anchored not stored refs pending

Using GPT-4 to Augment Unbalanced Data for Automatic Scoring

Gyeong-Geon Lee, Luyang Fang, Xiaoming Zhai

arxiv:2310.18365 v3 · 2023-10-25 · cs.CL · 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{HA5EARAVNPJGTFZQK7SO6K2GZF}

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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

Using Large Language Models to Assess Teachers' Pedagogical Content Knowledge

Receipt and verification

First computed	2026-07-05T09:03:48.380523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

383a4044156bd269973057e4ef2b46c9406910d28ca9be739ea84aae355b9590

Aliases

arxiv: 2310.18365 · arxiv_version: 2310.18365v3 · doi: 10.48550/arxiv.2310.18365 · pith_short_12: HA5EARAVNPJG · pith_short_16: HA5EARAVNPJGTFZQ · pith_short_8: HA5EARAV

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/HA5EARAVNPJGTFZQK7SO6K2GZF \
  | 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: 383a4044156bd269973057e4ef2b46c9406910d28ca9be739ea84aae355b9590

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bb65f3cbf858291081763f124d6691ffb60d3230a7c1cafa28b4a3bf1eab00b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-25T01:07:50Z",
    "title_canon_sha256": "7073df1787865196575f265cf7e42c84ff405137395d86895cf4d8ef0c3b3c48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.18365",
    "kind": "arxiv",
    "version": 3
  }
}