Pith Number

pith:HIBJPX2A

pith:2024:HIBJPX2ARFUDEJCLY4KIMXCU77

not attested not anchored not stored refs pending

Superposition in Transformers: A Novel Way of Building Mixture of Experts

Ayoub Ben Chaliah, Hela Dellagi

arxiv:2501.00530 v2 · 2024-12-31 · cs.CL · 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{HIBJPX2ARFUDEJCLY4KIMXCU77}

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	2026-07-05T09:57:50.040732Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a0297df40896832244bc714865c54fff8aa0207b0a5e71c685527846894471e

Aliases

arxiv: 2501.00530 · arxiv_version: 2501.00530v2 · doi: 10.48550/arxiv.2501.00530 · pith_short_12: HIBJPX2ARFUD · pith_short_16: HIBJPX2ARFUDEJCL · pith_short_8: HIBJPX2A

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/HIBJPX2ARFUDEJCLY4KIMXCU77 \
  | 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: 3a0297df40896832244bc714865c54fff8aa0207b0a5e71c685527846894471e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "349546146844a39f7e4e9903161075d99412d6f2b249877c7625a846dbab6819",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-31T16:28:23Z",
    "title_canon_sha256": "ed11e15ffa320a3a0059fa8f79d15b68593f43478597f9028f2f0b4ff303dc4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00530",
    "kind": "arxiv",
    "version": 2
  }
}