Pith Number

pith:MXWFHCPB

pith:2025:MXWFHCPBPWGWVRTWDCN6IZWS2I

not attested not anchored not stored refs pending

LLM-KT: Aligning Large Language Models with Knowledge Tracing using a Plug-and-Play Instruction

Aimin Zhou, Bo Jiang, Jie Zhou, Liang He, Min Zhang, Qin Chen, Qinchun Bai, Ziwei Wang

arxiv:2502.02945 v1 · 2025-02-05 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{MXWFHCPBPWGWVRTWDCN6IZWS2I}

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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

2 papers in Pith

MOSAIC: Orchestrating Collaborative Knowledge Tracing with Hierarchical Semantic Alignment

Knowing When to Defer: Selective Prediction for Responsible Knowledge Tracing

Receipt and verification

First computed	2026-07-05T10:09:57.276760Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65ec5389e17d8d6ac676189be466d2d23640895b57f34e0d6b09c044712e6b6d

Aliases

arxiv: 2502.02945 · arxiv_version: 2502.02945v1 · doi: 10.48550/arxiv.2502.02945 · pith_short_12: MXWFHCPBPWGW · pith_short_16: MXWFHCPBPWGWVRTW · pith_short_8: MXWFHCPB

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/MXWFHCPBPWGWVRTWDCN6IZWS2I \
  | 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: 65ec5389e17d8d6ac676189be466d2d23640895b57f34e0d6b09c044712e6b6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f45861748238d1e24a1dc3239c45a430f0d9b0ae86903c929404d41869c94d46",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-05T07:21:49Z",
    "title_canon_sha256": "eb3225855cba1538f866942c65ba1f3676891f33dcf3a96fd4ba6013fd27967a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02945",
    "kind": "arxiv",
    "version": 1
  }
}