Pith Number

pith:HMWRQUXV

pith:2026:HMWRQUXVGV7F5CA6B3YTG2HEKR

not attested not anchored not stored refs pending

Efficient Financial Language Understanding via Distillation with Synthetic Data

Edwin Simpson, Wen-Fong (Xavier) Huang

arxiv:2606.18875 v1 · 2026-06-17 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HMWRQUXVGV7F5CA6B3YTG2HEKR}

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

Efficient Financial Language Understanding via Distillation with Synthetic Data

Receipt and verification

First computed	2026-06-19T16:11:50.638826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b2d1852f5357e5e881e0ef13368e45469b0a2b5323779d212f311ab38858231

Aliases

arxiv: 2606.18875 · arxiv_version: 2606.18875v1 · doi: 10.48550/arxiv.2606.18875 · pith_short_12: HMWRQUXVGV7F · pith_short_16: HMWRQUXVGV7F5CA6 · pith_short_8: HMWRQUXV

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/HMWRQUXVGV7F5CA6B3YTG2HEKR \
  | 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: 3b2d1852f5357e5e881e0ef13368e45469b0a2b5323779d212f311ab38858231

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba95671c48776dcfb2b27559f93769a2daae9e829facb018457ad707953180c6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-17T09:52:39Z",
    "title_canon_sha256": "94dfab9a7604e446fa0e1a2d502b5c33612ba6a36333202868591b814b76f185"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18875",
    "kind": "arxiv",
    "version": 1
  }
}