Pith Number

pith:4LVJREPZ

pith:2023:4LVJREPZHGEIJR4E6JUXDL64C5

not attested not anchored not stored refs pending

UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition

Hoifung Poon, Muhao Chen, Sheng Zhang, Wenxuan Zhou, Yu Gu

arxiv:2308.03279 v2 · 2023-08-07 · 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{4LVJREPZHGEIJR4E6JUXDL64C5}

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

8 papers in Pith

Different Teachers, Different Capabilities: Sub-1B On-Device Distillation for Structured Text Enrichment

RedactionBench

RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules

Quantifying Geospatial in the Common Crawl Corpus

SAM-NER: Semantic Archetype Mediation for Zero-Shot Named Entity Recognition

Receipt and verification

First computed	2026-07-05T07:35:20.205491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2ea9891f9398884c784f26971afdc174d163474cdb5c835f88ac57dd47e2273

Aliases

arxiv: 2308.03279 · arxiv_version: 2308.03279v2 · doi: 10.48550/arxiv.2308.03279 · pith_short_12: 4LVJREPZHGEI · pith_short_16: 4LVJREPZHGEIJR4E · pith_short_8: 4LVJREPZ

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/4LVJREPZHGEIJR4E6JUXDL64C5 \
  | 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: e2ea9891f9398884c784f26971afdc174d163474cdb5c835f88ac57dd47e2273

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c768760ccd9a38b8c71839e99a377fcb5f5f72d4a77aded3bdf73a8e66fb502b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-07T03:39:52Z",
    "title_canon_sha256": "3b7897fa8319c7fc973e6c395b515b1fe26c5619e00d0774f44cf8a011a9e1d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.03279",
    "kind": "arxiv",
    "version": 2
  }
}