Pith Number

pith:2BIP4FI5

pith:2024:2BIP4FI54QUTNSCLSR5TNISU7Q

not attested not anchored not stored refs pending

Large Language Models for Education: A Survey

Hanyi Xu, Jiayang Wu, Philip S. Yu, Wensheng Gan, Zhenlian Qi

arxiv:2405.13001 v1 · 2024-05-12 · cs.CL · cs.AI · cs.CY

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2BIP4FI54QUTNSCLSR5TNISU7Q}

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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

4 papers in Pith

Polar: A Benchmark for Evaluating Political Bias in LLMs

ELEVATE: Designing Human-Centered GenAI Virtual Tutors for Scalable and Inclusive Education

BRIDGE the Gap: Mitigating Bias Amplification in Automated Scoring of English Language Learners via Inter-group Data Augmentation

Bridging Textual Profiles and Latent User Embeddings for Personalization

Receipt and verification

First computed	2026-07-05T08:22:23.381240Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d050fe151de42936c84b947b36a254fc3f94088deab2cf510069aabe0e714dde

Aliases

arxiv: 2405.13001 · arxiv_version: 2405.13001v1 · doi: 10.48550/arxiv.2405.13001 · pith_short_12: 2BIP4FI54QUT · pith_short_16: 2BIP4FI54QUTNSCL · pith_short_8: 2BIP4FI5

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/2BIP4FI54QUTNSCLSR5TNISU7Q \
  | 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: d050fe151de42936c84b947b36a254fc3f94088deab2cf510069aabe0e714dde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7896d89a34484466185e9161becd0179fc550f7b307a4e23cb06be172ece835",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-12T01:50:01Z",
    "title_canon_sha256": "caaf14ecd653420bbc257fa0c8f8cf71888c53f74f88bbe649a3fcc3bb7b9325"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13001",
    "kind": "arxiv",
    "version": 1
  }
}