CleverMemory

Planning inventory · no public downloads yet

A pack is a versioned artifact CleverMemory can read: a snapshot of public material, frozen at a known state, with its terms attached. The planned public packs cover language and general knowledge that can be distributed with clear source terms. Private product data stays private.

This page is the future download and attribution record. An entry in the inventory means a source is under review; it does not mean a usable pack has been released, and it says nothing about any other source or about the product itself.

How to read the status#

Each card carries a posture line saying where that source stands in review:

Posture on a cardMeaning
Public-distribution candidateUnder review for broad reuse. Release checks are still open.
Subset review requiredOnly individually reviewed members of the source family may qualify.
Counsel confirmation before releaseThe grant reads as permissive; a final cross-check is still pending.
Tracked candidateBeing followed, but not yet pinned or scoped for a pack.
Public download plannedA ShareAlike source intended to publish as its own separate download.

A source moves from candidate to released only when a versioned artifact and its manifest are available to download. In between, a candidate artifact may pass the published format checks in a declared test environment; that is controlled validation, and it is not release approval. No source should be treated as released without a public artifact and release manifest.

Source boundaries#

The inventory keeps three groups separate:

  1. sources being reviewed for broad public reuse;
  2. sources that must retain their own ShareAlike or similar terms; and
  3. the CleverMemory layer itself, the code and data that tie everything together, which will not be downloadable.

The rule behind the grouping is decided. A source enters the inventory only under public-domain, CC0, attribution, permissive, or ShareAlike terms; non-commercial terms are not admitted in any tier. Released packs will be hosted on this site with full attribution to the original datasets, and ShareAlike packs will always be separate downloads.

“Friendly” is a planning label, not legal advice. Each released pack will name its exact source, snapshot, terms, attribution, changes, and exclusions. A source-data description below says what the upstream material contains; it does not describe how CleverMemory builds or uses a pack.

Boundary 01

Friendly source candidates

Sources currently eligible for broad-reuse review because the selected material is public domain, CC0, attribution licensed, or permissively licensed. Each cleared pack is intended for public hosting here.

Wikidata entities and Lexemes*

Public-distribution candidate

Selected materialRolling entity and Lexeme dumps

Source dataRecords community-contributed entity statements, labels, aliases, and qualifiers alongside lexical entries, forms, and senses.

TermsCC0 1.0

Open English WordNet*

Public-distribution candidate

Selected material2024 edition

Source dataContains English synsets, word senses, definitions, usage examples, and semantic relationships between lexical concepts.

TermsCC BY 4.0

Swedish FrameNet*

Public-distribution candidate

Selected materialSweFN 2.0

Source dataAnnotates Swedish lexical units and sentence examples with semantic frames, frame elements, and participant roles.

TermsCC BY 4.0

PropBank Frames*

Public-distribution candidate

Selected materialv2.1.5

Source dataLists predicate senses as rolesets with numbered argument roles, role descriptions, and annotated usage examples.

TermsCC0 1.0

Universal Dependencies Spanish AnCora*

Public-distribution candidate

Selected materialr2.16

Source dataAnnotates Spanish sentences with tokens, lemmas, parts of speech, morphological features, and dependency relations.

TermsCC BY 4.0

ATOMIC 2020*

Public-distribution candidate

Selected materialFebruary 2021 train, development, and test files

Source dataRecords textual triples expressing plausible relations among everyday events, social interactions, intentions, effects, wants, and reactions.

TermsCC BY 4.0

Unicode CLDR*

Public-distribution candidate

Selected material48.2 common data

Source dataContains locale conventions for languages and territories, including names, calendars, date formats, number formats, and plural rules.

TermsUnicode License v3

Unicode Character Database*

Public-distribution candidate

Selected material17.0.0

Source dataRecords Unicode character names, categories, scripts, case mappings, normalization properties, and text segmentation properties.

TermsUnicode License v3

QUDT*

Public-distribution candidate

Selected materialv3.4.0

Source dataLists quantity kinds, measurement units, dimensions, prefixes, symbols, and conversion factors in formal vocabularies.

TermsCC BY 4.0

GeoNames*

Public-distribution candidate

Selected materialRolling allCountries and hierarchy dumps

Source dataRecords global place names, alternate names, coordinates, feature classifications, country codes, and administrative hierarchies.

TermsCC BY 4.0

Metamath set.mm*

Tracked candidate

Selected materialdevelop at commit 18dfc1b2bd1a5db161aced29066199c783ec2926

Source dataContains formal axioms, definitions, theorem statements, and machine-checkable proofs in classical logic and ZFC set theory.

TermsCC0 1.0

Lean mathlib4*

Tracked candidate

Selected materialmaster at commit 80ffd59621338133f22d4d6403537540e78aa68b

Source dataContains Lean definitions, mathematical structures, theorem statements, machine-checked proofs, tactics, and supporting programming infrastructure.

TermsApache License 2.0

License terms and review notes 17 sources

Asterisks on the cards jump to the matching row. Each row preserves the selected upstream terms, release caveat, and any source-specific license detail.

Swipe to review all license columns.

Friendly source license terms and review notes
Source and selectionLicense or termsReview note
Wikidata entities and Lexemes Rolling entity and Lexeme dumps ↑ Card CC0 1.0 The exact downloaded snapshots and digests will be recorded in each release manifest.
Open English WordNet 2024 edition ↑ Card CC BY 4.0 The upstream notice also preserves the required Princeton WordNet attribution.
Open Multilingual Wordnet 1.4, permissive allowlist only ↑ Card Per-lexicon licenses; selected members listed below
Per-lexicon license groups
  • CC BY 3.0: BulTreeBank Wordnet (bg), MCR Catalan (ca), MCR Spanish (es), MCR Basque (eu), MCR Galician (gl), FinnWordNet (fi), Croatian Wordnet (hr), IceWordNet (is), MultiWordNet Italian (it), Albanet (sq), and WordNet-SALDO (sv)
  • Apache-2.0: Greek Wordnet (el)
  • MIT: Wordnet Bahasa (id, zsm)
  • ODC-BY 1.0: ItalWordNet (iwn, it)
  • Princeton-WordNet-style permissive grant: Chinese Open Wordnet (cmn-Hans), DanNet (da), Hebrew Wordnet (he), Japanese Wordnet (ja), Norwegian Wordnet (nb, nn), plWordNet (pl), and Thai Wordnet (th)
The raw bundle is not uniformly CC BY. Only individually reviewed, permissive members may enter the friendly candidate.
Swedish FrameNet SweFN 2.0 ↑ Card CC BY 4.0 This is a separate source from Berkeley FrameNet and has its own terms.
PropBank Frames v2.1.5 ↑ Card CC0 1.0 The selected historical release is CC0. Later repository releases use ShareAlike terms, so this pin cannot move without a new review.
VerbNet 3.4 from the cu-clear repository ↑ Card Historical VerbNet 3.X permissive grant; coverage under review The official 3.X grant permits commercial use with notice preservation, but the selected repository does not carry its own license file.
Universal Dependencies Spanish AnCora r2.16 ↑ Card CC BY 4.0 UD licenses vary by treebank. The public pack's CC BY 4.0 terms apply only to the named treebank and release.
ATOMIC 2020 February 2021 train, development, and test files ↑ Card CC BY 4.0 The three selected files are one upstream dataset and will retain one source record plus file-level digests.
Unicode CLDR 48.2 common data ↑ Card Unicode License v3 The release manifest will pin the selected archive and preserve the Unicode notice.
Unicode Character Database 17.0.0 ↑ Card Unicode License v3 This is reviewed separately from CLDR even though both use the Unicode license.
IANA Time Zone Database tzdata 2026c, zone and rule data only ↑ Card Public domain for selected data files Separately licensed source-code files are outside the selected data scope.
QUDT v3.4.0 ↑ Card CC BY 4.0 The license applies to the selected QUDT repository release.
GeoNames Rolling allCountries and hierarchy dumps ↑ Card CC BY 4.0 Each fetch is a rolling snapshot, so its date and digest must be captured before release.
USGS Geographic Names Information System Optional national names file, exact revision pending ↑ Card United States government work; public-domain posture A dated source file and final scope review are required before this can become a release candidate.
NGA GEOnet Names Server Optional global names file, exact revision pending ↑ Card No licensing requirements or restrictions; attribution recommended The exact export and its governing notices must be captured before release review.
Metamath set.mm develop at commit 18dfc1b2bd1a5db161aced29066199c783ec2926 ↑ Card CC0 1.0 The selected file is scoped to public format and conformance work, not a published reasoning benchmark.
Lean mathlib4 master at commit 80ffd59621338133f22d4d6403537540e78aa68b ↑ Card Apache License 2.0 The selected revision is scoped to public format and conformance work.

Boundary 02

ShareAlike source packs

Each source remains a separate public download under its applicable ShareAlike or source-specific terms, with attribution, change notices, and a release manifest.

ConceptNet*

Public download planned

Selected material5.7.0 assertions

Source dataContains multilingual commonsense assertions connecting words and phrases through labeled conceptual relationships.

TermsCC BY-SA 4.0

SentiWordNet*

Public download planned

Selected material3.0.0

Source dataContains WordNet synsets annotated with separate numerical positive, negative, and objective sentiment scores.

TermsCC BY-SA 4.0

CC-CEDICT*

Public download planned

Selected materialRolling MDBG export

Source dataContains Chinese dictionary entries pairing traditional and simplified forms with Pinyin readings and English glosses.

TermsCC BY-SA 4.0

UniMorph English*

Public download planned

Selected materialeng repository, rolling master

Source dataContains English lemmas and inflected word forms paired with standardized UniMorph morphological feature labels.

TermsCC BY-SA 3.0

UniMorph German*

Public download planned

Selected materialdeu repository, rolling master

Source dataContains German lemmas and inflected word forms paired with standardized UniMorph morphological feature labels.

TermsCC BY-SA 3.0

UniMorph French*

Public download planned

Selected materialfra repository, rolling master

Source dataContains French lemmas and inflected word forms paired with standardized UniMorph morphological feature labels.

TermsCC BY-SA 3.0

UniMorph Spanish*

Public download planned

Selected materialspa repository, rolling master

Source dataContains Spanish lemmas and inflected word forms paired with standardized UniMorph morphological feature labels.

TermsCC BY-SA 3.0

UniMorph Russian*

Public download planned

Selected materialrus repository, rolling master

Source dataContains Russian lemmas and inflected word forms paired with standardized UniMorph morphological feature labels.

TermsCC BY-SA 3.0

UniMorph Italian*

Public download planned

Selected materialita repository, rolling master

Source dataContains Italian lemmas and inflected word forms paired with standardized UniMorph morphological feature labels.

TermsCC BY-SA 3.0

UniMorph Portuguese*

Public download planned

Selected materialpor repository, rolling master

Source dataContains Portuguese lemmas and inflected word forms paired with standardized UniMorph morphological feature labels.

TermsCC BY-SA 3.0

Universal Dependencies English EWT*

Public download planned

Selected materialr2.16

Source dataContains an English web-text treebank annotated with tokens, lemmas, parts of speech, morphology, and dependency relations.

TermsCC BY-SA 4.0

Universal Dependencies German GSD*

Public download planned

Selected materialr2.16

Source dataContains a German treebank annotated with tokens, lemmas, parts of speech, morphology, dependency heads, and syntactic relations.

TermsCC BY-SA 4.0

Universal Dependencies French GSD*

Public download planned

Selected materialr2.16

Source dataContains a French treebank annotated with tokens, lemmas, parts of speech, morphology, dependency heads, and syntactic relations.

TermsCC BY-SA 4.0

Universal Dependencies Portuguese GSD*

Public download planned

Selected materialr2.16

Source dataContains a Portuguese treebank annotated with tokens, lemmas, parts of speech, morphology, dependency heads, and syntactic relations.

TermsCC BY-SA 4.0

Universal Dependencies Russian Taiga*

Public download planned

Selected materialr2.16

Source dataContains a Russian treebank annotated with tokens, lemmas, parts of speech, morphology, dependency heads, and syntactic relations.

TermsCC BY-SA 4.0

Wikipedia common misspellings*

Public download planned

Selected materialRolling English machine-readable page

Source dataContains a community-maintained list pairing candidate English misspellings with one or more suggested corrections.

TermsCC BY-SA 4.0 and GFDL

License terms and review notes 19 sources

Asterisks on the cards jump to the matching row. Each row preserves the selected upstream terms, release caveat, and any source-specific license detail.

Swipe to review all license columns.

ShareAlike source license terms and review notes
Source and selectionLicense or termsReview note
ConceptNet 5.7.0 assertions ↑ Card CC BY-SA 4.0 This remains separate from the friendly set and will publish as its own source-attributed ShareAlike pack.
SentiWordNet 3.0.0 ↑ Card CC BY-SA 4.0 The public pack and release manifest will retain the exact upstream grant, attribution, and change notice.
CC-CEDICT Rolling MDBG export ↑ Card CC BY-SA 4.0 The public pack and release manifest will retain the exact downloaded revision, attribution, and upstream notices.
English Wiktionary via Kaikki Rolling English Wiktextract ↑ Card CC BY-SA 4.0 and GFDL lineage The selected extract supplies multiple lexical views but remains one per-source download with its ShareAlike and GFDL notices.
Open Multilingual Wordnet ShareAlike members OMW 1.4 lexicons outside the friendly allowlist ↑ Card Mixed ShareAlike and other source-specific terms
Per-lexicon license groups
  • CC BY-SA 3.0: Arabic WordNet AWN v2 (arb), Lithuanian WordNet (lt), Slovak WordNet (sk), and sloWNet (sl)
  • CC BY-SA 4.0: Open Dutch WordNet (nl)
  • CC BY-SA, exact per-lexicon version retained: OpenWN-PT (pt) and Romanian Wordnet (ro)
  • CeCILL-C: WOLF French (fr)
The source family remains split by per-lexicon terms, with each public pack carrying its own license and attribution.
UniMorph English eng repository, rolling master ↑ Card CC BY-SA 3.0 The per-source pack will retain this language repository's revision, attribution, and CC BY-SA 3.0 terms.
UniMorph German deu repository, rolling master ↑ Card CC BY-SA 3.0 The per-source pack will retain this language repository's revision, attribution, and CC BY-SA 3.0 terms.
UniMorph French fra repository, rolling master ↑ Card CC BY-SA 3.0 The per-source pack will retain this language repository's revision, attribution, and CC BY-SA 3.0 terms.
UniMorph Spanish spa repository, rolling master ↑ Card CC BY-SA 3.0 The per-source pack will retain this language repository's revision, attribution, and CC BY-SA 3.0 terms.
UniMorph Russian rus repository, rolling master ↑ Card CC BY-SA 3.0 The per-source pack will retain this language repository's revision, attribution, and CC BY-SA 3.0 terms.
UniMorph Italian ita repository, rolling master ↑ Card CC BY-SA 3.0 The per-source pack will retain this language repository's revision, attribution, and CC BY-SA 3.0 terms.
UniMorph Portuguese por repository, rolling master ↑ Card CC BY-SA 3.0 The per-source pack will retain this language repository's revision, attribution, and CC BY-SA 3.0 terms.
Universal Dependencies English EWT r2.16 ↑ Card CC BY-SA 4.0 The public pack's CC BY-SA 4.0 terms apply only to the named treebank and release.
Universal Dependencies German GSD r2.16 ↑ Card CC BY-SA 4.0 The public pack's ShareAlike terms apply only to the named treebank and release.
Universal Dependencies French GSD r2.16 ↑ Card CC BY-SA 4.0 The public pack's ShareAlike terms apply only to the named treebank and release.
Universal Dependencies Portuguese GSD r2.16 ↑ Card CC BY-SA 4.0 The public pack's ShareAlike terms apply only to the named treebank and release.
Universal Dependencies Russian Taiga r2.16 ↑ Card CC BY-SA 4.0 The public pack's ShareAlike terms apply only to the named treebank and release.
Wikipedia-derived word frequencies en 2023-04-13; de, fr, es, ru 2022-08-29; it, pt 2022-08-30 ↑ Card CC BY-SA 3.0 and GFDL source-text lineage The generator code's MIT license does not replace the ShareAlike and GFDL terms of the source text; the release retains those notices.
Wikipedia common misspellings Rolling English machine-readable page ↑ Card CC BY-SA 4.0 and GFDL The live page must be pinned by revision before its source-attributed ShareAlike pack is published.

Boundary 03

Proprietary overlay

CleverMemory proprietary

Private product layer

This is the CleverMemory-authored layer that makes the source packs useful as a product. Its contents, structure, construction, and operation are not part of the public pack inventory.

The public site describes the overlay only by its observable contract: answers with proof, clarification when meaning is ambiguous, and a named abstention when required evidence is missing.

Public planning ledger revision 2026-08-23. A released artifact's signed manifest is authoritative.

What a release manifest will settle#

Each public pack is expected to carry a machine-readable manifest, a small file of facts about the pack itself, with:

  • pack identity, version, and artifact digest (the checksum that fingerprints the download);
  • exact upstream source and selected snapshot;
  • applicable license or terms, attribution, and redistribution conditions;
  • the public importer version used to produce the artifact, when one exists;
  • enough provenance to trace public records to the selected source;
  • compatibility and format-check status; and
  • known exclusions or limits.

The manifest shipped with a pack will take precedence over summaries on this site. Organizations remain responsible for reviewing the manifest and their own obligations.

Downloads#

Public pack downloads are coming. Every source will have its own downloadable pack file; sources with different terms will remain separate. Public artifacts will carry their attribution, notices, version, digest, manifest, and format-check result.

The CleverMemory layer itself, the code and data that tie everything together, will not be offered as a pack download. That piece is not public; everything you need to check what it tells you is.

There are no public pack downloads today. Material changes will appear in Updates, and release notes will appear in the blog and the Atom feed.

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