{"kind":"answer-pack","schemaVersion":"hugging-bay.answer-pack.v1","generatedAt":"2026-10-23T17:56:17.600Z","slug":"named-entity-recognition","title":"Which model should I check to extract names and places from text?","question":"Which model should I check to extract names and places from text?","description":"Inspect BERT base NER records for token classification. Check the model card's language and label set before using it to extract names, places or organizations.","answerLead":"Inspect BERT base NER records for token classification. Check the model card's language and label set before using it to extract names, places or organizations.","keywords":["bert-base-NER","Which model should I check to extract names and places from text?"],"shortAnswer":"Inspect BERT base NER records for token classification. Check the model card's language and label set before using it to extract names, places or organizations. Catalog matches: dslim/bert-base-NER. Next: Read model details.","nextStep":{"label":"Read model details","href":"/artifact/hf-model-dslim-bert-base-ner/card"},"canonicalUrl":"https://huggingbay.xyz/answers/named-entity-recognition","webUrl":"https://huggingbay.xyz/answers/named-entity-recognition","apiUrl":"https://huggingbay.xyz/api/answers/named-entity-recognition","sourceApiUrl":"https://huggingbay.xyz/api/artifacts?q=bert-base-NER&summary=1&limit=24","rankingUrl":null,"recommenderUrl":"https://huggingbay.xyz/api/recommender?useCase=general&limit=4","rows":[{"rank":1,"id":"hf-model-dslim-bert-base-ner","repo":"dslim/bert-base-NER","type":"llm","license":"mit","summary":"Model from Hugging Face: dslim/bert-base-NER","source":"huggingface","hostingStatus":"hosted","hostedFiles":16,"fileCount":13,"downloads":1806107,"stars":721,"trustScore":0,"trust":{"score":0,"qualification":"recorded-state-unknown","trustImpact":"none"},"action":"inspect-hosted-files","reason":"This is one of the selected repositories: dslim/bert-base-NER. Recorded task: token classification. Listed formats: safetensors, onnx. Recorded license: mit. This listing does not measure quality or prove runtime support.","selectionReason":"This is one of the selected repositories: dslim/bert-base-NER. Recorded task: token classification. Listed formats: safetensors, onnx. Recorded license: mit. This listing does not measure quality or prove runtime support.","citationUrl":"https://huggingbay.xyz/artifact/hf-model-dslim-bert-base-ner","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/metadata.json","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/card.md","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/agent-bundle","reviewSummaryUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/review-summary","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-dslim-bert-base-ner","insightsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/insights","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/distribution","extractionUrls":{"card":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/card","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/card.md","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/agent-bundle","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-dslim-bert-base-ner","reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/distribution","hostedDownloads":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-dslim-bert-base-ner&limit=100"},"citationTargets":{"artifact":"https://huggingbay.xyz/artifact/hf-model-dslim-bert-base-ner","trust":"https://huggingbay.xyz/api/trust-bundles/hf-model-dslim-bert-base-ner","reviews":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/review-summary","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-dslim-bert-base-ner/distribution"},"localKitUrl":"https://huggingbay.xyz/local-kit/hf-model-dslim-bert-base-ner","downloadRowsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-dslim-bert-base-ner&limit=100","mirrorRequestUrl":null,"upstreamUrl":"https://huggingface.co/dslim/bert-base-NER","readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":16,"mirroredBytes":2163339768,"readinessCheckedAt":"2026-10-23T17:56:17.600Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"publicDownloadableFileCount":16}],"citationTargets":["https://huggingbay.xyz/answers/named-entity-recognition","https://huggingbay.xyz/artifact/hf-model-dslim-bert-base-ner"],"extractionApis":["https://huggingbay.xyz/api/answers/named-entity-recognition","https://huggingbay.xyz/api/artifacts?q=bert-base-NER&summary=1&limit=24","https://huggingbay.xyz/api/recommender?useCase=general&limit=4"],"guidance":["Cite the recorded answer page for the shortlist and individual artifact/download pages for specific claims.","Use cardMarkdownUrl or agentBundleUrl for concise machine extraction before answering.","Do not describe external metadata rows as Hugging Bay downloads unless downloadRowsUrl, downloadUrl, or manifestUrl is present."],"inventoryAgeSeconds":0,"runnableClaimGate":{"tau":0.6,"rowsScanned":1,"overclaimingRows":0},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs."}}