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 1.6.60

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 1.6.60
File	Size	Uploaded
pyannotators_entityfishing-1.6.60.tar.gz	50.0 kB	Sep 17, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for pyannotators-entityfishing 1.6.60
File	Interpreter	ABI	Platform	Reset
pyannotators_entityfishing-1.6.60-py3-none-any.whl 10.3 kB Sep 17, 2026	Python 3	none	any	Details

Total release size: 60.3 kB

Release files / pyannotators_entityfishing-1.6.60.tar.gz

Download URL	pyannotators_entityfishing-1.6.60.tar.gz
Size	50.0 kB
Tags	Source
SHA-256 checksum How to use checksums	`58a916c3ac3f66ec35b0465be0df485c7acab9d8bc8708ae93437eda6109d225`
BLAKE2b-256 checksum How to use checksums	`9fe93f691441f0fffdda62deaae90151710293ec374a22f00bfe9d91f5470f69`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.12.9 {"installer":{"name":"uv","version":"0.12.9","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"22.04","id":"jammy","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / pyannotators_entityfishing-1.6.60-py3-none-any.whl

Download URL	pyannotators_entityfishing-1.6.60-py3-none-any.whl
Size	10.3 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`3c85501f861b23481ee4b7a96d15267cecb701a2441d8374195450c2445d3b9b`
BLAKE2b-256 checksum How to use checksums	`e6b415118f72fc138ea05c122ad6fdabbc4c4b1797eacefe2f6aedf266e66823`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.12.9 {"installer":{"name":"uv","version":"0.12.9","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"22.04","id":"jammy","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`