Wilhelm Vocabulary

Wilhelm Vocabulary

Wilhelm Vocabulary is the data that drives the wilhelmlang.com.

Docker

A Docker image has been made to allow us to explore the vocabulary in Neo4J browser backed by a Neo4J database in container. To get the image and run the container, simply do:

docker run \
    --publish=7474:7474 \
    --publish=7687:7687 \
    --env=NEO4J_AUTH=none \
    --env=NEO4J_ACCEPT_LICENSE_AGREEMENT=yes \
    -e NEO4JLABS_PLUGINS=\[\"apoc\"\] \
    jack20191124/wilhelm-vocabulary

The image is based on Neo4J Enterprise 5.23.0.

When container starts, access neo4j through browser at http://localhost:7474
Both bolt:// and neo4j:// protocols are fine.
Choose No authentication for Authentication type
Then hit Connect as shown below

We have offered some queries that can be used to quickly explore our language data in the next section

Interesting Queries

Search for all Synonyms: MATCH (term:Term)-[r]-(synonym:Term) WHERE r.name = "synonym" RETURN term, r, synonym
Finding all gerunds: MATCH (source)-[link:RELATED]->(target) WHERE link.name = "gerund of" RETURN source, link, target;

Expanding a word "nämlich" (reveals its relationship to other languages):

MATCH (term:Term{name:'nämlich'})
CALL apoc.path.expand(term, "RELATED|DEFINITION", null, 1, -1)
YIELD path
RETURN path, length(path) AS hops
ORDER BY hops;

In German, "rice" and "travel" are related:

MATCH (term:Term{name:'die Reise'})
CALL apoc.path.expand(term, "RELATED|DEFINITION", null, 1, -1)
YIELD path
RETURN path, length(path) AS hops
ORDER BY hops;

Data Format

The data that serves wilhelmlang.com. They are written in YAML format, because

it is machine-readable so that it can be consumed quickly in data pipelines
it is human-readable and, thus, easy to read and modify
it supports multi-lines value which is very handy for language data

Encoding Table in YAML

To encode the inflections which are common in most Indo-European languages, an application-specific YAML that looks like the following are employed throughout this repository:

  - term: der Gegenstand
    definition:
      - object
      - thing
    declension:
      - ["",         singular,                    plural      ]
      - [nominative, Gegenstand,                  Gegenstände ]
      - [genitive,   "Gegenstandes, Gegenstands", Gegenstände ]
      - [dative,     Gegenstand,                  Gegenständen]
      - [accusative, Gegenstand,                  Gegenstände ]

A list under declension is a table row

All rows have the same number of columns

Each element of the list corresponds to a table cell

The declension (inflection) table above is equivalent to

	singular	plural
nominative	Gegenstand	Gegenstände
genitive	Gegenstandes, Gegenstands	Gegenstände
dative	Gegenstand	Gegenständen
accusative	Gegenstand	Gegenstände

Data Pipeline

When the graph database is Neo4J, all constrains relating to the Term node must be using:
SHOW CONSTRAINTS
DROP CONSTRAINT constraint_name;
This is because certain vocabulary has multiple grammatical forms. This vocabulary is spread out as multiple entries. These multiple entries, because they have lots of common properties, often triggers constraint violations in Neo4J on load

How Data (Vocabulary) is Stored in a Graph Database

Why Graph Database

Graph data representation assumes universal connectivity among world entities. This applies pretty well to the realm of languages. Multilanguage learners have already seen that Indo-European languages are similar in many aspects. The similarities not only signify the historical facts about Philology but also surface a great opportunity for multilanguage learners to take advantages of them and study much more efficiently. What's missing is connecting the dots using Graph Databases that visually presents these vastly enlightening links between the related languages in a natural way.

Base Schema

vocabulary:
  - term: string
    definition: list

The meaning of a word is called the definition. A term has a natural relationship to its definition(s). For example, the German noun "Ecke" has at least 4 definitions:

Graph data generated by wilhelm-python-sdk

The parenthesized value at the beginning of each definition item played an un-ignorable role: it is the label of the relationship between term and definition in graph database loaded by Wilhelm SDK. For example, both German words
- term: denn
  definition:
    - (adv.) then, thus
    - (conj.) because
and
 - term: nämlich
   definition:
     - (adj.) same
     - (adv.) namely
     - (adv.) because
can mean "because" acting as different types. This is visualized as follows:

Visualzing synonyms this way presents a big advantage to human brain who is exceedingly good at memorizing patterns

Languages

German

Noun Declension

Declension is the inflection for nouns and adjectives.

The declension tables for all nouns are sourced from Wiktionary

Declension Template

term with a definite article of der signifies a masculine noun which has a declension table template of the following form:

declension:
  - ["",         singular, plural]
  - [nominative, ████████, ██████]
  - [genitive,   ████████, ██████]
  - [dative,     ████████, ██████]
  - [accusative, ████████, ██████]

For example:

  - term: das Getränk
    definition: the drink
    declension:
      - ["",         singular,            plural   ]
      - [nominative, Getränk,             Getränke ]
      - [genitive,   Getränkes, Getränks, Getränke ]
      - [dative,     Getränk,             Getränken]
      - [accusative, Getränk,             Getränke ]

Adjectival nouns, however, do NOT follow the template above.

Ancient Greek

Unless otherwise mentioned, we are always talking about Attic Greek.

Ancient Greek vocabulary come from the following sources

Greek Core Vocabulary of Dickinson College

Aristotle - Logic I: Categories, On Interpretation, Prior Analytics

Diacritic Mark Convention

We employ the following 3 diacritic signs only in vocabulary:

the acute (ά)
the circumflex (ᾶ), and
the grave (ὰ)

In fact, it is called the medium diacritics and the same convention used in Loeb Classical Library prints from Harvard. Notice that, however, the commonly sourced Wiktionary uses full diacritics, including the breve diacritic mark; we don't do that.

Pronoun

The source of pronouns and their declensions are the following

Greek Core Vocabulary of Dickinson College
Ancient Greek for Everyone, Pronouns: Part I
Ancient Greek for Everyone, Pronouns: Part II
Ancient Greek for Everyone, Pronouns: Part III
Ancient Greek for Everyone, Pronouns: Part IV
Wiktionary
Greek: An Intensive Course, 2nd Revised Edition
- Unit 6, Section 49. The Relative Pronoun

More grammar about pronouns can be found in these great articles from Ancient Greek for Everyone above

The declension table of a pronoun follows:

declension:
  - ["",         singular, plural]
  - [nominative, ████████, ██████]
  - [genitive,   ████████, ██████]
  - [dative,     ████████, ██████]
  - [accusative, ████████, ██████]
  - [vocative,   N/A,      N/A   ]

Noun

The vocabulary entry for each noun consists of its nominative and genitive forms, an article which indicates the noun's gender all in its term attribute. The English meaning(s) come as a list under definition attribute. For example.

  - term: τέχνη τέχνης, ἡ
    definition:
      - art,
      - skill,
      - craft
    declension class: 1st

the vocabulary entry above consists of the following 5 items:

τέχνη: nominative singular
τέχνης: genitive singular
ἡ: nominative feminine singular of the article, which shows that the gender of the noun is feminine. Gender will be indicated by the appropriate form of the definite article "the":
- ὁ for the masculine nouns
- ἡ for the feminine nouns
- τό for the neutor nouns
a list of English meanings of the word
the noun employs the first declension. The 3 classes of declensions are
1. first declension (1st)
2. second declension (2nd)
3. third declension (3rd)

The declension of the entry is not shown because to decline any noun, we can take the genitive singular, remove the genitive singular ending to get the stem, and then add the proper set of endings to the stem based on its declension class[^2].

[^2]: Greek: An Intensive Course, 2nd Revised Edition, Hansen & Quinn, p.20

For example, to decline τέχνη τέχνης, ἡ, art, take the genitive singular τέχνης, remove the genitive singular ending -ης, and add the appropriate endings to the stem which gives following paradigm:

Case	Singular	Plural
nominative	τέχνη	τέχναι
genitive	τέχνης	τεχνῶν
dative	τέχνῃ	τέχναις
accusative	τέχνην	τέχνᾱς
vocative	τέχνη	τέχναι

Adjective Declension

Declension template:

declension:
  - ["",         singular,  singular, singular, dual,      dual,     dual    plural,    plural,   plural]
  - ["",         masculine, feminine, neuter,   masculine, feminine, neuter, masculine, feminine, neuter]
  - [nominative, █████████, ████████, ████████, █████████, ████████, ██████, █████████, ████████, ██████]
  - [genitive,   █████████, ████████, ████████, █████████, ████████, ██████, █████████, ████████, ██████]
  - [dative,     █████████, ████████, ████████, █████████, ████████, ██████, █████████, ████████, ██████]
  - [accusative, █████████, ████████, ████████, █████████, ████████, ██████, █████████, ████████, ██████]
  - [vocative,   █████████, ████████, ████████, █████████, ████████, ██████, █████████, ████████, ██████]

Verb Conjugation

The Greek verb has 6 principal parts. All 6 must be learned whenever a new verb is encountered:

(first person singular) present indicative active
(first person singular) future indicative active
(first person singular) aorist indicative active
(first person singular) perfect indicative active
(first person singular) perfect indicative passive
(first person singular) aorist indicative passive

The minimum number of forms which one must know in order to generate all possible forms of a verb are called the principal parts of that verb.

From the 6 forms above, various verb forms (i.e. stems & endings) can be derived by rules[^4]

[^4]: Greek: An Intensive Course, 2nd Revised Edition, Hansen & Quinn, p.44

In practice, however, obtaining precise and complete principal parts for some verbs has been proven to be impossible. While the best efforts have been made for reconstructing the complete principal parts, we also put a link to the Wiktionary of each verb for wilhelm-python-sdk, which will dynamically load the complete conjugation tables into graph database.

What's also being loaded are the reconstructed principal parts with a list of references that validate the reconstruction.

In conclusion, the entry of a verb, thus, has the form of:

- term: string
  definition: list
  conjugation:
    wiktionary: string
    principal parts:
      - ["",                                                 Attic, (Possibly other dialects)]
      - [(first person singular) present indicative active,  █████, ...                      ]
      - [(first person singular) future indicative active,   █████, ...                      ]
      - [(first person singular) aorist indicative active,   █████, ...                      ]
      - [(first person singular) perfect indicative active,  █████, ...                      ]
      - [(first person singular) perfect indicative passive, █████, ...                      ]
      - [(first person singular) aorist indicative passive,  █████, ...                      ]
    references: list

For example:

  - term: λέγω
    definition:
      - to say, speak
      - to pick up
    conjugation:
      wiktionary: https://en.wiktionary.org/wiki/λέγω#Verb_2
      principal parts:
        - ["",                                                 Attic    , Koine          ]
        - [(first person singular) present indicative active,  λέγω     , λέγω           ]
        - [(first person singular) future indicative active,   λέξω     , ἐρῶ            ]
        - [(first person singular) aorist indicative active,   ἔλεξα    , εἶπον/εἶπα     ]
        - [(first person singular) perfect indicative active,  (missing), εἴρηκα         ]
        - [(first person singular) perfect indicative passive, λέλεγμαι , λέλεγμαι       ]
        - [(first person singular) aorist indicative passive,  ἐλέχθην  , ἐρρέθην/ἐρρήθην]
      references:
        - https://en.wiktionary.org/wiki/λέγω#Inflection
        - http://atticgreek.org/downloads/allPPbytypes.pdf
        - https://books.openbookpublishers.com/10.11647/obp.0264/ch25.xhtml
        - https://www.billmounce.com/greek-dictionary/lego
        - https://koine-greek.fandom.com/wiki/Λέγω

Latin

The vocabulary and declensions come from the following sources

Latin Core Vocabulary of Dickinson College

Wiktionary

vocabulary:
  - term: string
    definition: list

Classical Hebrew (Coming Soon)

The vocabulary is presented to help read and understand Biblical Hebrew. A complementary audio helps well with the pronunciation.

Korean

中国人学习韩语有先天优势，加之韩语本身也是一门相当简单的语言，所以这里将语法和词汇合并在一起；每一项也只由 term（韩）和 definition（中）组成，

vocabulary:
  - term: string
    definition: list of strings
    example:
      - Korean: 제가 아무렴 그쪽 편에 서겠어요
        Chinese: 我无论如何都会站在你这边
      - Korean: ...
        Chinese: ...

不用费太多功夫记牢简单的语法和词汇，剩下的就是拿韩语字幕剧不停练习听说读写既成。example 中的例句均来自韩国本土语料

韩语不属于汉藏语系，因其所属语系非常狭小，无法和其它语言产生足够关联，因此其数据暂时不被存入图数据库进行数据分析

License

The use and distribution terms for wilhelm-vocabulary are covered by the Apache License, Version 2.0.