{"adoption": {"forks": 2717, "observed_at": "2026-08-28T04:10:39.572685+00:00", "stars": 10102}, "canonical_url": "https://ross.abutalabs.com/products/corenlp", "card": {"archived": false, "artifact_type": "library", "description": "CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.", "domain": ["machine-learning", "developer-tools"], "enriched": true, "function": ["nlp", "parser", "machine-learning"], "health_score": 93, "homepage": "http://stanfordnlp.github.io/CoreNLP/", "language": "Java", "license": "GPL-3.0", "license_family": "copyleft", "maturity": "stable", "member_repos": ["stanfordnlp/CoreNLP"], "name": "stanfordnlp/CoreNLP", "platform": ["jvm", "cross-platform"], "pushed_at": "2026-08-25T07:52:20+00:00", "repo": "stanfordnlp/CoreNLP", "stars": 10102, "tags": ["named-entity-recognition", "coreference-resolution", "sentiment-analysis", "tokenization", "dependency-parsing", "part-of-speech-tagging", "java", "pipeline", "multilingual", "natural-language-processing"], "topics": ["natural-language-processing", "nlp", "nlp-parsing", "named-entity-recognition", "stanford-nlp"], "urls": [], "use_cases": ["extract named entities from text", "run sentiment analysis on sentences", "parse sentence syntax and dependency structure", "resolve coreferences across a document", "tokenize and segment sentences in text", "build an NLP annotation pipeline in Java", "analyze multilingual text"], "what_it_is": "Stanford CoreNLP is a Java suite of natural language processing tools that annotates raw text with tokenization, POS tags, named entities, parses, coreference, and sentiment. It provides an integrated pipeline supporting eight languages and is widely used in academia and industry.", "when_to_avoid": ["you need state-of-the-art transformer-based NLP accuracy", "your project is proprietary and cannot comply with GPL licensing", "you work primarily in Python and prefer spaCy or Stanza", "you need languages beyond the eight supported ones"], "when_to_choose": ["you need a mature, well-tested suite of classical NLP annotations in Java", "you want a single pipeline covering tokenization through coreference", "you need multilingual support across eight languages", "you prefer rule-based or lightweight models over large transformer models"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/corenlp", "repo": "stanfordnlp/CoreNLP", "role": "main", "score": 74}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:19:43.899910+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "407386138567aad55f6eaccb6c1a8d66819ce9abe104cecfdf43965fc4787050", "fetched_at": "2026-08-28T04:10:39.572685+00:00", "kind": "readme", "missing": false, "url": "https://github.com/stanfordnlp/CoreNLP"}, {"content_hash": "5d88573832b8664fa4f03a7a105f6849ae636091861435815147a2f8264e2019", "fetched_at": "2026-08-29T08:19:24.573242+00:00", "kind": "homepage", "missing": false, "url": "http://stanfordnlp.github.io/CoreNLP/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:19:43.899910+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "407386138567aad55f6eaccb6c1a8d66819ce9abe104cecfdf43965fc4787050", "fetched_at": "2026-08-28T04:10:39.572685+00:00", "kind": "readme", "missing": false, "url": "https://github.com/stanfordnlp/CoreNLP"}, {"content_hash": "5d88573832b8664fa4f03a7a105f6849ae636091861435815147a2f8264e2019", "fetched_at": "2026-08-29T08:19:24.573242+00:00", "kind": "homepage", "missing": false, "url": "http://stanfordnlp.github.io/CoreNLP/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:19:43.899910+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "407386138567aad55f6eaccb6c1a8d66819ce9abe104cecfdf43965fc4787050", "fetched_at": "2026-08-28T04:10:39.572685+00:00", "kind": "readme", "missing": false, "url": "https://github.com/stanfordnlp/CoreNLP"}, {"content_hash": "5d88573832b8664fa4f03a7a105f6849ae636091861435815147a2f8264e2019", "fetched_at": "2026-08-29T08:19:24.573242+00:00", "kind": "homepage", "missing": false, "url": "http://stanfordnlp.github.io/CoreNLP/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:19:43.899910+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "407386138567aad55f6eaccb6c1a8d66819ce9abe104cecfdf43965fc4787050", "fetched_at": "2026-08-28T04:10:39.572685+00:00", "kind": "readme", "missing": false, "url": "https://github.com/stanfordnlp/CoreNLP"}, {"content_hash": "5d88573832b8664fa4f03a7a105f6849ae636091861435815147a2f8264e2019", "fetched_at": "2026-08-29T08:19:24.573242+00:00", "kind": "homepage", "missing": false, "url": "http://stanfordnlp.github.io/CoreNLP/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:19:43.899910+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "407386138567aad55f6eaccb6c1a8d66819ce9abe104cecfdf43965fc4787050", "fetched_at": "2026-08-28T04:10:39.572685+00:00", "kind": "readme", "missing": false, "url": "https://github.com/stanfordnlp/CoreNLP"}, {"content_hash": "5d88573832b8664fa4f03a7a105f6849ae636091861435815147a2f8264e2019", "fetched_at": "2026-08-29T08:19:24.573242+00:00", "kind": "homepage", "missing": false, "url": "http://stanfordnlp.github.io/CoreNLP/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:19:43.899910+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "407386138567aad55f6eaccb6c1a8d66819ce9abe104cecfdf43965fc4787050", "fetched_at": "2026-08-28T04:10:39.572685+00:00", "kind": "readme", "missing": false, "url": "https://github.com/stanfordnlp/CoreNLP"}, {"content_hash": "5d88573832b8664fa4f03a7a105f6849ae636091861435815147a2f8264e2019", "fetched_at": "2026-08-29T08:19:24.573242+00:00", "kind": "homepage", "missing": false, "url": "http://stanfordnlp.github.io/CoreNLP/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:10:39.572685+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:19:43.899910+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "407386138567aad55f6eaccb6c1a8d66819ce9abe104cecfdf43965fc4787050", "fetched_at": "2026-08-28T04:10:39.572685+00:00", "kind": "readme", "missing": false, "url": "https://github.com/stanfordnlp/CoreNLP"}, {"content_hash": "5d88573832b8664fa4f03a7a105f6849ae636091861435815147a2f8264e2019", "fetched_at": "2026-08-29T08:19:24.573242+00:00", "kind": "homepage", "missing": false, "url": "http://stanfordnlp.github.io/CoreNLP/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:19:43.899910+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "407386138567aad55f6eaccb6c1a8d66819ce9abe104cecfdf43965fc4787050", "fetched_at": "2026-08-28T04:10:39.572685+00:00", "kind": "readme", "missing": false, "url": "https://github.com/stanfordnlp/CoreNLP"}, {"content_hash": "5d88573832b8664fa4f03a7a105f6849ae636091861435815147a2f8264e2019", "fetched_at": "2026-08-29T08:19:24.573242+00:00", "kind": "homepage", "missing": false, "url": "http://stanfordnlp.github.io/CoreNLP/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:19:43.899910+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "407386138567aad55f6eaccb6c1a8d66819ce9abe104cecfdf43965fc4787050", "fetched_at": "2026-08-28T04:10:39.572685+00:00", "kind": "readme", "missing": false, "url": "https://github.com/stanfordnlp/CoreNLP"}, {"content_hash": "5d88573832b8664fa4f03a7a105f6849ae636091861435815147a2f8264e2019", "fetched_at": "2026-08-29T08:19:24.573242+00:00", "kind": "homepage", "missing": false, "url": "http://stanfordnlp.github.io/CoreNLP/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:19:43.899910+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "407386138567aad55f6eaccb6c1a8d66819ce9abe104cecfdf43965fc4787050", "fetched_at": "2026-08-28T04:10:39.572685+00:00", "kind": "readme", "missing": false, "url": "https://github.com/stanfordnlp/CoreNLP"}, {"content_hash": "5d88573832b8664fa4f03a7a105f6849ae636091861435815147a2f8264e2019", "fetched_at": "2026-08-29T08:19:24.573242+00:00", "kind": "homepage", "missing": false, "url": "http://stanfordnlp.github.io/CoreNLP/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 28}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 4815, "days_push": 8, "days_rel": 452, "gap_med": 80.0, "n_releases_24m": 3}, "score": 74, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}