Pith Number

pith:KL3YFNC2

pith:2024:KL3YFNC2AR2BYA7VGJ45A5STQL

not attested not anchored not stored refs pending

Investigating Mixture of Experts in Dense Retrieval

Effrosyni Sokli, Gabriella Pasi, Georgios Peikos, Pranav Kasela

arxiv:2412.11864 v1 · 2024-12-16 · 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{KL3YFNC2AR2BYA7VGJ45A5STQL}

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	2026-07-05T09:49:52.777412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52f782b45a04741c03f53279d0765382fb6f11f62afdbfdba8aa962046c25710

Aliases

arxiv: 2412.11864 · arxiv_version: 2412.11864v1 · doi: 10.48550/arxiv.2412.11864 · pith_short_12: KL3YFNC2AR2B · pith_short_16: KL3YFNC2AR2BYA7V · pith_short_8: KL3YFNC2

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/KL3YFNC2AR2BYA7VGJ45A5STQL \
  | 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: 52f782b45a04741c03f53279d0765382fb6f11f62afdbfdba8aa962046c25710

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "215889c7e635377e6a8b308fb8cf3004faf1adb7eb76cba868dc348f6896ac2c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-16T15:20:13Z",
    "title_canon_sha256": "bd8ff442bb57af806e5289f0c8cfda7c0496b217e308a2c34ae6137ff75781d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11864",
    "kind": "arxiv",
    "version": 1
  }
}