Pith Number

pith:Z532XFZH

pith:2023:Z532XFZHKRFFL6GC5SEMKHZU63

not attested not anchored not stored refs pending

Leveraging generative artificial intelligence to simulate student learning behavior

Songlin Xu, Xinyu Zhang

arxiv:2310.19206 v1 · 2023-10-30 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z532XFZHKRFFL6GC5SEMKHZU63}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation

Simulating Students or Sycophantic Problem Solving? On Misconception Faithfulness of LLM Simulators

ArguMath: AI-Simulated Environment for Pre-Service Teacher Training in Orchestrating Classroom Mathematics Argumentation

Receipt and verification

First computed	2026-07-05T07:06:47.631398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf77ab9727544a55f8c2ec88c51f34f6f0585d612caa1bee606066a44898f4a2

Aliases

arxiv: 2310.19206 · arxiv_version: 2310.19206v1 · doi: 10.48550/arxiv.2310.19206 · pith_short_12: Z532XFZHKRFF · pith_short_16: Z532XFZHKRFFL6GC · pith_short_8: Z532XFZH

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/Z532XFZHKRFFL6GC5SEMKHZU63 \
  | 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: cf77ab9727544a55f8c2ec88c51f34f6f0585d612caa1bee606066a44898f4a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49915b0e8462aa70bdc69e8b36d467c579a4b70e924f767d4c06c25516db4ff0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-30T00:09:59Z",
    "title_canon_sha256": "c56f56df2692bea314ed26a7fbed9398277c82c8b95724e87192a66b379e2d9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19206",
    "kind": "arxiv",
    "version": 1
  }
}