Unemployment: when jobs are lost, sentence 3
New machines can replace some jobs, like one robot doing the work of 10 packers, but they also create new ones, like fixing robots; people argue about whether it balances out.
Who acts: New machines, one robot, machines, people, job, 10 packers · What happens: replace, do, create, fix, argue, balance out · To what, where: jobs, work, new ones
This is a sentence of the lesson «Unemployment: when jobs are lost» of the money course of Mova's primary school. The page gives its syntax tree — a dependency tree in the style of Universal Dependencies — and its pragmatics clause by clause: who acts (New machines, one robot, machines, people), what happens, when and where, as Mova's frames read it from the tree.
The tree
The words, one row each (CoNLL-U)
| # | word | lemma | UPOS | features | head | relation |
|---|---|---|---|---|---|---|
| 1 | New | new | ADJ | Degree=Pos | 2 machines | amod |
| 2 | machines | machine | NOUN | Number=Plur | 4 replace | nsubj |
| 3 | can | can | AUX | VerbForm=Fin | 4 replace | aux |
| 4 | replace | replace | VERB | VerbForm=Inf | root | root |
| 5 | some | some | DET | PronType=Ind | 6 jobs | det |
| 6 | jobs | job | NOUN | Number=Plur | 4 replace | obj |
| 7 | , | , | PUNCT | _ | 10 robot | punct |
| 8 | like | like | ADP | _ | 10 robot | case |
| 9 | one | one | NUM | NumForm=Word NumType=Card | 10 robot | nummod |
| 10 | robot | robot | NOUN | Number=Sing | 4 replace | obl |
| 11 | doing | do | VERB | VerbForm=Ger | 10 robot | acl |
| 12 | the | the | DET | Definite=Def PronType=Art | 13 work | det |
| 13 | work | work | NOUN | Number=Sing | 11 doing | obj |
| 14 | of | of | ADP | _ | 16 packers | case |
| 15 | 10 | 10 | NUM | NumForm=Digit NumType=Card | 16 packers | nummod |
| 16 | packers | packer | NOUN | Number=Plur | 13 work | nmod |
| 17 | , | , | PUNCT | _ | 21 create | punct |
| 18 | but | but | CCONJ | _ | 21 create | cc |
| 19 | they | they | PRON | Case=Nom Number=Plur Person=3 PronType=Prs | 21 create | nsubj |
| 20 | also | also | ADV | _ | 21 create | advmod |
| 21 | create | create | VERB | Mood=Ind Number=Plur Person=3 Tense=Pres VerbForm=Fin | 4 replace | conj |
| 22 | new | new | ADJ | Degree=Pos | 23 ones | amod |
| 23 | ones | one | NOUN | Number=Plur | 21 create | obj |
| 24 | , | , | PUNCT | _ | 27 robots | punct |
| 25 | like | like | ADP | _ | 27 robots | case |
| 26 | fixing | fix | VERB | VerbForm=Ger | 27 robots | amod |
| 27 | robots | robot | NOUN | Number=Plur | 23 ones | conj |
| 28 | ; | ; | PUNCT | _ | 30 argue | punct |
| 29 | people | people | NOUN | Number=Plur | 30 argue | nsubj |
| 30 | argue | argue | VERB | Mood=Ind Number=Plur Person=3 Tense=Pres VerbForm=Fin | 4 replace | conj |
| 31 | about | about | SCONJ | _ | 34 balances | mark |
| 32 | whether | whether | SCONJ | _ | 34 balances | mark |
| 33 | it | it | PRON | Case=Nom Gender=Neut Number=Sing Person=3 PronType=Prs | 34 balances | nsubj |
| 34 | balances | balance | VERB | Mood=Ind Number=Sing Person=3 Tense=Pres VerbForm=Fin | 30 argue | advcl |
| 35 | out | out | ADP | _ | 34 balances | compound:prt |
| 36 | . | . | PUNCT | _ | 4 replace | punct |
Pragmatics
No stored speech act for this sentence.
| # | verb | tense, mood | who | what, whom | to whom | where | when | other | roles by |
|---|---|---|---|---|---|---|---|---|---|
| 1 | replace | can | New machines | some jobs | like one robot | vn substitute-13.6.2-1 «NP V NP»: agent=Theme job=Co-Theme | |||
| 2 | do | gerund | one robot not said here | the work of 10 packers | vn act-114-1 «NP V NP»: agent=Agent work=Eventuality | ||||
| 3 | create | present | machines = machine | new ones and fixing robots | vn create-26.4 «NP V NP»: agent=Agent one=Result | ||||
| 4 | fix | gerund | vn shake-22.3-2 «NP V ADV-Middle»: agent=Patient | ||||||
| 5 | argue speech: disagree | present | people | vn correspond-36.1-1 «NP V»: agent=Agent | |||||
| 6 | balance out | present | job | vn spatial_configuration-47.6-1 «NP V»: agent=Theme | |||||
| 7 | work | 10 packers | nom work «act intransitive»: of=agent |
One row per clause the reader finds. «not said here»: a role filled from the clause above. «roles by»: a VerbNet class and frame when one fits the verb, else the reader's rules on the tree.
Licence: CC BY-SA 4.0, as the whole of Mova corpus 0.4, of which this treebank (the agreed school, mova-school-agreed-en.conllu) is part. The lessons were written for Mova's primary school. Sentence school:money:035-unemployment-when-jobs-are-lost.lesson:3.
The tree: Mova annot: Rust (en) → Haiku 5.5 (medium, Batches API) patches; gates UD 2.18; agreed by treeagree rules (Stanza, Trankit, spaCy trf): R3-conj-first ×1, R7-rel-agree ×2. The frames are read from the tree by Mova's frames reader (prag) when this page is built, the lesson read in order, so a pronoun may be resolved from an earlier sentence.
See the release 0.4.
This page in Markdown → https://md.mova.elamur.ai/free/en/corpora/school/money/35-unemployment-when-jobs-are-lost/3/