Pith Number

pith:7F7XDKMW

pith:2024:7F7XDKMW2G475D4OOFSMWH3HV4

not attested not anchored not stored refs pending

GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Ihor Stepanov, Mykhailo Shtopko

arxiv:2406.12925 v2 · 2024-06-14 · cs.LG · cs.AI · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7F7XDKMW2G475D4OOFSMWH3HV4}

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

2 papers in Pith

Opir: Efficient Multi-Task Safety Classification for Toxicity, Jailbreaks, Hate Speech, and Harmful Content

GLiNER-Relex: A Unified Framework for Joint Named Entity Recognition and Relation Extraction

Receipt and verification

First computed	2026-07-05T08:50:57.161056Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f97f71a996d1b9fe8f8e7164cb1f67af33db3145610ca9e8776dcf0bfc51abfd

Aliases

arxiv: 2406.12925 · arxiv_version: 2406.12925v2 · doi: 10.48550/arxiv.2406.12925 · pith_short_12: 7F7XDKMW2G47 · pith_short_16: 7F7XDKMW2G475D4O · pith_short_8: 7F7XDKMW

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/7F7XDKMW2G475D4OOFSMWH3HV4 \
  | 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: f97f71a996d1b9fe8f8e7164cb1f67af33db3145610ca9e8776dcf0bfc51abfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb795d67bb266ecd31b48ce4a1965a1fce9f7a767db03aaaa5e194df141014c5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-14T13:54:29Z",
    "title_canon_sha256": "30107dbe8e1d997d3975dce26a8729d0a3944ffe2c175dce453a5f6135ded224"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12925",
    "kind": "arxiv",
    "version": 2
  }
}