Pith Number

pith:EANQNGOS

pith:2023:EANQNGOSWVM7HJW22ODHO4GNY4

not attested not anchored not stored refs pending

Analysis of the Cambridge Multiple-Choice Questions Reading Dataset with a Focus on Candidate Response Distribution

Adian Liusie, Andrew Mullooly, Kate Knill, Mark J. F. Gales, Vatsal Raina

arxiv:2306.13047 v4 · 2023-06-22 · cs.CL

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\usepackage{pith}
\pithnumber{EANQNGOSWVM7HJW22ODHO4GNY4}

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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

3 papers in Pith

LLMs Struggle to Measure What Distinguishes Students of Different Proficiency Levels: A Study of Item Discrimination in Reading Comprehension Assessment

A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation

Response-free item difficulty modelling for multiple-choice items with fine-tuned transformers: Component-wise representation and multi-task learning

Receipt and verification

First computed	2026-07-05T07:01:02.949547Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

201b0699d2b559f3a6dad3867770cdc707f45e75473e36b9139517ba50b91427

Aliases

arxiv: 2306.13047 · arxiv_version: 2306.13047v4 · doi: 10.48550/arxiv.2306.13047 · pith_short_12: EANQNGOSWVM7 · pith_short_16: EANQNGOSWVM7HJW2 · pith_short_8: EANQNGOS

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/EANQNGOSWVM7HJW22ODHO4GNY4 \
  | 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: 201b0699d2b559f3a6dad3867770cdc707f45e75473e36b9139517ba50b91427

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "960f99c9c351c5b6f1abd9605df90fe93fea89174b624305eef184974fda75f8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-22T17:13:08Z",
    "title_canon_sha256": "007091e441a295f8fd4815e0220e7ea5bd54eae272d3fa2aff17517c84c10bf6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13047",
    "kind": "arxiv",
    "version": 4
  }
}