Pith. sign in
Pith Number

pith:B2TFB3PY

pith:2022:B2TFB3PYLDCSPMSXFPU4N5NFHF
not attested not anchored not stored refs pending

A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation

Alexander Fabbri, Benjamin Chen, Dragomir Radev, Irene Li, Richard Zhou, Rina Kawamura, Swapnil Hingmire, Tammy Liao, Thomas George, Vanessa Yan

arxiv:2201.02312 v1 · 2022-01-07 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{B2TFB3PYLDCSPMSXFPU4N5NFHF}

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.
Receipt and verification
First computed 2026-07-05T03:46:39.975494Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0ea650edf858c527b2572be9c6f5a539617c895615f299b3725d3750ca0dee83

Aliases

arxiv: 2201.02312 · arxiv_version: 2201.02312v1 · doi: 10.48550/arxiv.2201.02312 · pith_short_12: B2TFB3PYLDCS · pith_short_16: B2TFB3PYLDCSPMSX · pith_short_8: B2TFB3PY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B2TFB3PYLDCSPMSXFPU4N5NFHF \
  | 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: 0ea650edf858c527b2572be9c6f5a539617c895615f299b3725d3750ca0dee83
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6db52eeaba222e29c7c5defcd38e2bd546190a76a78f75adb1e82b26db9ab1a5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-01-07T03:35:40Z",
    "title_canon_sha256": "540fdca511bd02d6973287681392671c4a6356222bb10da17e77a8dfd55a1722"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.02312",
    "kind": "arxiv",
    "version": 1
  }
}