Pith Number

pith:LI4PEO6E

pith:2024:LI4PEO6EARBYFM5SUFHTKPOPGF

not attested not anchored not stored refs pending

Positional encoding is not the same as context: A study on positional encoding for sequential recommendation

Abbas Shimary, Alejo Lopez-Avila, Jinhua Du, Ze Li

arxiv:2405.10436 v2 · 2024-05-16 · cs.IR · 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{LI4PEO6EARBYFM5SUFHTKPOPGF}

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

RoTE: Coarse-to-Fine Multi-Level Rotary Time Embedding for Sequential Recommendation

Receipt and verification

First computed	2026-07-05T10:03:25.234578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a38f23bc4044382b3b2a14f353dcf317dd6f1770a7d4cab7fa0ac527e7107db

Aliases

arxiv: 2405.10436 · arxiv_version: 2405.10436v2 · doi: 10.48550/arxiv.2405.10436 · pith_short_12: LI4PEO6EARBY · pith_short_16: LI4PEO6EARBYFM5S · pith_short_8: LI4PEO6E

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/LI4PEO6EARBYFM5SUFHTKPOPGF \
  | 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: 5a38f23bc4044382b3b2a14f353dcf317dd6f1770a7d4cab7fa0ac527e7107db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b13d50b7fdc1db1d806467d3aeec3108329e800dd842c74444b8c11228009098",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-05-16T20:42:54Z",
    "title_canon_sha256": "3d5ec5e9529d67cc4ce348cc13f247f1699be903b2328008bd76ba04e359e004"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.10436",
    "kind": "arxiv",
    "version": 2
  }
}