Pith Number

pith:H5T7RXHQ

pith:2025:H5T7RXHQUM6NOUV7RWKYIBCSYC

not attested not anchored not stored refs pending

Adaptive Learning Systems: Personalized Curriculum Design Using LLM-Powered Analytics

Jianan Liu, Lucas Evans, Ruilin Nong, Yongjie Li

arxiv:2507.18949 v1 · 2025-07-25 · cs.CY · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H5T7RXHQUM6NOUV7RWKYIBCSYC}

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

1 paper in Pith

LLM Harms: A Taxonomy and Discussion

Receipt and verification

First computed	2026-07-05T11:43:16.849624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f67f8dcf0a33cd752bf8d95840452c08b0c453e8c08436fe7629edc3d9c9558

Aliases

arxiv: 2507.18949 · arxiv_version: 2507.18949v1 · doi: 10.48550/arxiv.2507.18949 · pith_short_12: H5T7RXHQUM6N · pith_short_16: H5T7RXHQUM6NOUV7 · pith_short_8: H5T7RXHQ

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/H5T7RXHQUM6NOUV7RWKYIBCSYC \
  | 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: 3f67f8dcf0a33cd752bf8d95840452c08b0c453e8c08436fe7629edc3d9c9558

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cd6bd143bbe61e100a57a03b20184131e40183575764674f985547c22f4255c",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-07-25T04:36:17Z",
    "title_canon_sha256": "473f31c701a2af41d2f0015ff84d4757a79e215875f9689a280aa1371f9d744e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18949",
    "kind": "arxiv",
    "version": 1
  }
}