Pith Number

pith:XURRAWSR

pith:2026:XURRAWSRHKB2Y7GCXXLEPHZW3F

not attested not anchored not stored refs pending

Bridging the Gap Between Natural Language and Market Dynamics via High-Dimensional Representation Learning

Brian Y. C. Leung (Mike), Noelle Jung, Yujin Jeong

arxiv:2605.30652 v1 · 2026-05-28 · 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{XURRAWSRHKB2Y7GCXXLEPHZW3F}

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

Bridging the Gap Between Natural Language and Market Dynamics via High-Dimensional Representation Learning

Receipt and verification

First computed	2026-06-01T01:03:06.439671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd23105a513a83ac7cc2bdd6479f36d975699e34f54b58a814b238ec5174f8d4

Aliases

arxiv: 2605.30652 · arxiv_version: 2605.30652v1 · doi: 10.48550/arxiv.2605.30652 · pith_short_12: XURRAWSRHKB2 · pith_short_16: XURRAWSRHKB2Y7GC · pith_short_8: XURRAWSR

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/XURRAWSRHKB2Y7GCXXLEPHZW3F \
  | 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: bd23105a513a83ac7cc2bdd6479f36d975699e34f54b58a814b238ec5174f8d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e58f857b4bd2b05c4851bb4afed3f7fc076194e400dc3274f733a8a55b489d16",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-28T23:14:45Z",
    "title_canon_sha256": "ba1409b930a06d0ebd2170bb7f75fd3e90aa940addbac28fd1ad812804b96fa3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30652",
    "kind": "arxiv",
    "version": 1
  }
}