pyannotators-entityfishing

Annotator based on entity-fishing for named entity recognition and disambiguation against Wikidata.

Installation

pip install pyannotators-entityfishing

For noun-form filtering (optional):

pip install pyannotators-entityfishing[spacy]
python -m spacy download en_core_web_sm  # or other language models

Usage

from pymultirole_plugins.v1.schema import Document
from pyannotators_entityfishing.entityfishing import EntityFishingAnnotator, EntityFishingParameters

annotator = EntityFishingAnnotator()
parameters = EntityFishingParameters(
    default_label="ENTITY",
    minSelectorScore=0.3,
)

docs = annotator.annotate(
    [Document(text="Albert Einstein was born in Ulm.", metadata={"language": "en"})],
    parameters,
)

for ann in docs[0].annotations:
    print(f"{ann.start}:{ann.end} {ann.labelName} {ann.terms[0].identifier}")

Development

Install test dependencies:

uv pip install -e ".[test]"

Linting

uv run ruff check src/ tests/
uv run ruff format --check src/ tests/

Testing

uv run pytest

Coverage

uv run pytest --cov=src --cov-report=term-missing

SBOM & vulnerability check

Install the SBOM dependencies:

uv sync --extra sbom

Generate a CycloneDX SBOM from the current environment:

uv run cyclonedx-py environment -o sbom.cdx.json --output-format json

Audit dependencies for known vulnerabilities:

uv run pip-audit --format json --output audit-report.json

To fail on any known vulnerability (useful in CI):

uv run pip-audit --strict

Release files for pyannotators-entityfishing 1.6.57

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pyannotators-entityfishing 1.6.57
File	Size	Uploaded
pyannotators_entityfishing-1.6.57.tar.gz	20.2 kB	Sep 17, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for pyannotators-entityfishing 1.6.57
File	Interpreter	ABI	Platform	Reset
pyannotators_entityfishing-1.6.57-py3-none-any.whl 10.3 kB Sep 17, 2026	Python 3	none	any	Details

Total release size: 30.5 kB

Release files / pyannotators_entityfishing-1.6.57.tar.gz

Download URL	pyannotators_entityfishing-1.6.57.tar.gz
Size	20.2 kB
Tags	Source
SHA-256 checksum How to use checksums	`732aecb9b58e33f0407048890643e4a6efc0e1de28a59cd59d0b063f16ee5355`
BLAKE2b-256 checksum How to use checksums	`2d39f06d86585c97ea51c918ca0495caa52b7f1f9a3e2539b819b7f13511ff78`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.12.15 {"installer":{"name":"uv","version":"0.12.15","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Debian GNU/Linux","version":"12","id":"bookworm","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / pyannotators_entityfishing-1.6.57-py3-none-any.whl

Download URL	pyannotators_entityfishing-1.6.57-py3-none-any.whl
Size	10.3 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`210776474ffec0979ef8541646e1bf2b7671f6bb266baa35a6728e967d97d212`
BLAKE2b-256 checksum How to use checksums	`7d23c9fe3a1cbbd2613353844bc58dd627ac7c33bf7240f782ced00ca67e872c`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.12.15 {"installer":{"name":"uv","version":"0.12.15","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Debian GNU/Linux","version":"12","id":"bookworm","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`