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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

amodnsubjauxdetobjpunctcasenummodoblacldetobjcasenummodnmodpunctccnsubjadvmodconjamodobjpunctcaseamodconjpunctnsubjconjmarkmarknsubjadvclcompound:prtpunctrootNewADJmachinesNOUNcanAUXreplaceVERBsomeDETjobsNOUN,PUNCTlikeADPoneNUMrobotNOUNdoingVERBtheDETworkNOUNofADP10NUMpackersNOUN,PUNCTbutCCONJtheyPRONalsoADVcreateVERBnewADJonesNOUN,PUNCTlikeADPfixingVERBrobotsNOUN;PUNCTpeopleNOUNargueVERBaboutSCONJwhetherSCONJitPRONbalancesVERBoutADP.PUNCT
The words, one row each (CoNLL-U)
#wordlemmaUPOSfeaturesheadrelation
1NewnewADJDegree=Pos2 machinesamod
2machinesmachineNOUNNumber=Plur4 replacensubj
3cancanAUXVerbForm=Fin4 replaceaux
4replacereplaceVERBVerbForm=Infrootroot
5somesomeDETPronType=Ind6 jobsdet
6jobsjobNOUNNumber=Plur4 replaceobj
7,,PUNCT_10 robotpunct
8likelikeADP_10 robotcase
9oneoneNUMNumForm=Word NumType=Card10 robotnummod
10robotrobotNOUNNumber=Sing4 replaceobl
11doingdoVERBVerbForm=Ger10 robotacl
12thetheDETDefinite=Def PronType=Art13 workdet
13workworkNOUNNumber=Sing11 doingobj
14ofofADP_16 packerscase
151010NUMNumForm=Digit NumType=Card16 packersnummod
16packerspackerNOUNNumber=Plur13 worknmod
17,,PUNCT_21 createpunct
18butbutCCONJ_21 createcc
19theytheyPRONCase=Nom Number=Plur Person=3 PronType=Prs21 creatensubj
20alsoalsoADV_21 createadvmod
21createcreateVERBMood=Ind Number=Plur Person=3 Tense=Pres VerbForm=Fin4 replaceconj
22newnewADJDegree=Pos23 onesamod
23onesoneNOUNNumber=Plur21 createobj
24,,PUNCT_27 robotspunct
25likelikeADP_27 robotscase
26fixingfixVERBVerbForm=Ger27 robotsamod
27robotsrobotNOUNNumber=Plur23 onesconj
28;;PUNCT_30 arguepunct
29peoplepeopleNOUNNumber=Plur30 arguensubj
30argueargueVERBMood=Ind Number=Plur Person=3 Tense=Pres VerbForm=Fin4 replaceconj
31aboutaboutSCONJ_34 balancesmark
32whetherwhetherSCONJ_34 balancesmark
33ititPRONCase=Nom Gender=Neut Number=Sing Person=3 PronType=Prs34 balancesnsubj
34balancesbalanceVERBMood=Ind Number=Sing Person=3 Tense=Pres VerbForm=Fin30 argueadvcl
35outoutADP_34 balancescompound:prt
36..PUNCT_4 replacepunct

Pragmatics

No stored speech act for this sentence.

#verbtense, moodwhowhat, whomto whomwherewhenotherroles by
1replacecanNew machinessome jobslike one robotvn substitute-13.6.2-1 «NP V NP»: agent=Theme job=Co-Theme
2dogerundone robot not said herethe work of 10 packersvn act-114-1 «NP V NP»: agent=Agent work=Eventuality
3createpresentmachines = machinenew ones and fixing robotsvn create-26.4 «NP V NP»: agent=Agent one=Result
4fixgerundvn shake-22.3-2 «NP V ADV-Middle»: agent=Patient
5argue speech: disagreepresentpeoplevn correspond-36.1-1 «NP V»: agent=Agent
6balance outpresentjobvn spatial_configuration-47.6-1 «NP V»: agent=Theme
7work10 packersnom 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/