Pith Number

pith:R47PKM4M

pith:2023:R47PKM4MSML5MGHAMKMCN3CWRN

not attested not anchored not stored refs pending

Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity

Joseph Gatto, Omar Sharif, Parker Seegmiller, Philip Bohlman, Sarah Masud Preum

arxiv:2309.06541 v1 · 2023-09-12 · 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{R47PKM4MSML5MGHAMKMCN3CWRN}

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

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations

Receipt and verification

First computed	2026-07-05T06:50:19.239497Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f3ef5338c9317d618e0629826ec568b6d39e3e22859cab066d985f6c105cb83

Aliases

arxiv: 2309.06541 · arxiv_version: 2309.06541v1 · doi: 10.48550/arxiv.2309.06541 · pith_short_12: R47PKM4MSML5 · pith_short_16: R47PKM4MSML5MGHA · pith_short_8: R47PKM4M

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/R47PKM4MSML5MGHAMKMCN3CWRN \
  | 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: 8f3ef5338c9317d618e0629826ec568b6d39e3e22859cab066d985f6c105cb83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25c6f959df7a62c6d0b7001b3f068cda1125dbf31b4bac99c2c3ddc649d08ada",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-12T19:32:45Z",
    "title_canon_sha256": "1fd188600963f2a6d5a4c215c4809acb9c27b7d04d6d6f1ed0fcb949729a6a95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.06541",
    "kind": "arxiv",
    "version": 1
  }
}