Pith Number

pith:MYBRLCWI

pith:2024:MYBRLCWIEENNB5PLT3ECFSVDYB

not attested not anchored not stored refs pending

Enhanced Momentum with Momentum Transformers

David Huang, Max Mason, Rahul Murugan, Waasi A Jagirdar

arxiv:2412.12516 v1 · 2024-12-17 · q-fin.CP · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MYBRLCWIEENNB5PLT3ECFSVDYB}

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	2026-07-05T09:50:16.233980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6603158ac8211ad0f5eb9ec822caa3c05be559297faf1a73655d8141af3fd8c0

Aliases

arxiv: 2412.12516 · arxiv_version: 2412.12516v1 · doi: 10.48550/arxiv.2412.12516 · pith_short_12: MYBRLCWIEENN · pith_short_16: MYBRLCWIEENNB5PL · pith_short_8: MYBRLCWI

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/MYBRLCWIEENNB5PLT3ECFSVDYB \
  | 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: 6603158ac8211ad0f5eb9ec822caa3c05be559297faf1a73655d8141af3fd8c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de739793079fbe739d45e58c5cf165487960a65ac0e9bb2012e5ed0599279318",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2024-12-17T04:11:30Z",
    "title_canon_sha256": "8c4f33ca6369460611514a58c90920a0b62868cc33375ea2b7c2d6d60a62688f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12516",
    "kind": "arxiv",
    "version": 1
  }
}