Pith Number

pith:HAR74GUX

pith:2025:HAR74GUXRZDTTLGSJSVYJOPCCS

not attested not anchored not stored refs pending

Text embedding models can be great data engineers

Iman Kazemian, Murat Yildirim, Paritosh Ramanan

arxiv:2505.14802 v1 · 2025-05-20 · 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{HAR74GUXRZDTTLGSJSVYJOPCCS}

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	2026-07-05T11:06:35.772129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3823fe1a978e4739acd24cab84b9e214aba46d1515abb6a8dd9f740f0ef99d1e

Aliases

arxiv: 2505.14802 · arxiv_version: 2505.14802v1 · doi: 10.48550/arxiv.2505.14802 · pith_short_12: HAR74GUXRZDT · pith_short_16: HAR74GUXRZDTTLGS · pith_short_8: HAR74GUX

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/HAR74GUXRZDTTLGSJSVYJOPCCS \
  | 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: 3823fe1a978e4739acd24cab84b9e214aba46d1515abb6a8dd9f740f0ef99d1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ff0f4b2aa7442ff008f2acae2f4ac48e13cb418db7334599caf2fcc32fd11fa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-20T18:12:19Z",
    "title_canon_sha256": "a82010ee76978cadbdaddb12f5bbbc7f58f9171ee97be9d61a1f71febb22aee6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14802",
    "kind": "arxiv",
    "version": 1
  }
}