Pith Number

pith:CBXMOVJE

pith:2023:CBXMOVJEH3ZO53K4VGPHG5YOH5

not attested not anchored not stored refs pending

On the application of Large Language Models for language teaching and assessment technology

Andrew Caines, Andrew Mullooly, Christopher Bryant, Christopher Davis, Diane Nicholls, Helen Yannakoudakis, Luca Benedetto, Marek Rei, Mark Elliott, Oeistein Andersen, Paula Buttery, Russell Moore, Shiva Taslimipoor, Yuan Gao, Zheng Yuan

arxiv:2307.08393 v1 · 2023-07-17 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CBXMOVJEH3ZO53K4VGPHG5YOH5}

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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

Enhancing Large Language Model-Based Systems for End-to-End Circuit Analysis Problem Solving

Receipt and verification

First computed	2026-07-05T06:31:24.046909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

106ec755243ef2eeed5ca99e73770e3f7a6517c594badf15449e6b1e90674ca7

Aliases

arxiv: 2307.08393 · arxiv_version: 2307.08393v1 · doi: 10.48550/arxiv.2307.08393 · pith_short_12: CBXMOVJEH3ZO · pith_short_16: CBXMOVJEH3ZO53K4 · pith_short_8: CBXMOVJE

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/CBXMOVJEH3ZO53K4VGPHG5YOH5 \
  | 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: 106ec755243ef2eeed5ca99e73770e3f7a6517c594badf15449e6b1e90674ca7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc25fe07a3b195822a51542a2fdc60358df1a3e9380d14896077a836c49b9720",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-17T11:12:56Z",
    "title_canon_sha256": "399f38cd9feebd692906fd3f117cf20b5c11c6c1a9780fc079f1a1d7937f01b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.08393",
    "kind": "arxiv",
    "version": 1
  }
}