Pith Number

pith:SPSZ4NEL

pith:2024:SPSZ4NELS5YOZZ22HKRLEENMAW

not attested not anchored not stored refs pending

Future Sight and Tough Fights: Revolutionizing Sequential Recommendation with FENRec

Hong-Han Shuai, Hongxia Xie, Ling Lo, Wen-Huang Cheng, Yu-Hsuan Huang

arxiv:2412.11589 v4 · 2024-12-16 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SPSZ4NELS5YOZZ22HKRLEENMAW}

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	2026-07-05T10:46:22.069764Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93e59e348b9770ece75a3aa2b211ac058323cdd13026f22beefddf3ebb395604

Aliases

arxiv: 2412.11589 · arxiv_version: 2412.11589v4 · doi: 10.48550/arxiv.2412.11589 · pith_short_12: SPSZ4NELS5YO · pith_short_16: SPSZ4NELS5YOZZ22 · pith_short_8: SPSZ4NEL

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/SPSZ4NELS5YOZZ22HKRLEENMAW \
  | 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: 93e59e348b9770ece75a3aa2b211ac058323cdd13026f22beefddf3ebb395604

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d2ff47a3d59b266a3f90cccdf94fe8a2e4ac61a15c756dbde81bbed7ba58eb1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-16T09:20:29Z",
    "title_canon_sha256": "a0110532548ba1494c116a9b5e6e754139a93b9a399e3d4a35a385c50e15dc26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11589",
    "kind": "arxiv",
    "version": 4
  }
}