Pith Number

pith:KDGVPITI

pith:2024:KDGVPITI7BR6ZC2FQA4HFVDM4T

not attested not anchored not stored refs pending

FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios

Rakebul Hasan, Thomas Runkler, Yongjian Tang

arxiv:2407.08035 v2 · 2024-07-10 · 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{KDGVPITI7BR6ZC2FQA4HFVDM4T}

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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

Beyond the Basics: Leveraging Large Language Model for Fine-Grained Medical Entity Recognition

Receipt and verification

First computed	2026-06-11T01:09:08.707915Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50cd57a268f863ec8b45803872d46ce4ee2d1e3ac5c747cf486c994ceb4c7b24

Aliases

arxiv: 2407.08035 · arxiv_version: 2407.08035v2 · doi: 10.48550/arxiv.2407.08035 · pith_short_12: KDGVPITI7BR6 · pith_short_16: KDGVPITI7BR6ZC2F · pith_short_8: KDGVPITI

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/KDGVPITI7BR6ZC2FQA4HFVDM4T \
  | 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: 50cd57a268f863ec8b45803872d46ce4ee2d1e3ac5c747cf486c994ceb4c7b24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01246e968424a84cc09f712d72c837f1fd779c2faa736b117551bfdeb0d98ef5",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-10T20:32:50Z",
    "title_canon_sha256": "3782695e45c7e012df8dcb33ebb9aa9f38468cb1c253c02b09b5518fe164e245"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08035",
    "kind": "arxiv",
    "version": 2
  }
}