Discourse Graphs export

step · paper open

Declaration a937cb0b2005 has not been accepted by anyone. · no paper read under it

What does the Q/C/E/S ontology carry?

Mechanical: re-runnable from its declared inputs.

Part of Interchange — What survives when a claim tree leaves this format?

How it works

Maps the OXA nodes onto the Discourse Graphs Q/C/E/S ontology: hypothesis, prediction, synthesis and interpretation become dg:Claim; empirical and control become dg:Evidence; literature-context becomes dg:Source. A relation becomes dg:supports or dg:opposedBy where one of those fits, and carries its CiTO IRI as a typed annotation where neither does.

Four node types for nine roles: the mapping is lossy by construction, and formats-report is where the amount is measured rather than asserted.

Rests on

Feeds — a change here disturbs these

How it is defined

What this layer reads besides its dependencies. Each is a declared input: its content is hashed into every run, so editing one makes those runs stale.

extract/scripts/export_discourse_graphs.pythe script that runs itnot in the repository

The declaration names this path and the repository does not have it. An input that does not exist hashes to nothing, so it cannot make a run stale — the layer is declared to depend on something it is not in fact tracking.

What it produces

One paper, as the worked example — Artiushin, v1. Read from exports/artiushin-2026-spider-atlas.dg.jsonld · 52 KB.

Nothing on this page renders graph or table for this file yet — the link above is the artifact itself.

Across the corpus

6 run not observed · 4 stale·a paper links to its own cell, where this layer's output for it is rendered

PaperStateVersionLast runOutputCell
A three-dimensional immunofluorescence atlas of the …backfilled from the artifact on diskrun not observedv12026-09-11—json
Distinct representational properties of cues and con…ran via scripts/pipeline.pystalev22026-09-13—json
Computational modelling identifies key determinants …backfilled from the artifact on diskrun not observedv12026-09-11—json
Contributions of insula and superior temporal sulcus…rebuild after edge completion passstalev72026-09-13—json
Spatially targeted inhibitory rhythms differentially…backfilled from the artifact on diskrun not observedv12026-09-11—json
Feedback of peripheral saccade targets to early fove…backfilled from the artifact on diskrun not observedv12026-09-11—json
iGABASnFR2 is an improved genetically encoded protei…ran via scripts/pipeline.pystalev22026-09-13—json
A deep learning pipeline for mapping in situ network…ran via scripts/pipeline.pystalev22026-09-13—json
Self-association enhances early attentional selectio…backfilled from the artifact on diskrun not observedv12026-09-11—json
Impaired excitability of fast-spiking neurons in a n…backfilled from the artifact on diskrun not observedv12026-09-11—json

Inputs and outputs

Reads, besides its dependencies
Produces
  • exports/{paper}.dg.jsonld

One per paper — the table above links each one that exists.

Views
  • graph — on the paper page, as the claim graph
  • table — declared, and this artifact is not the shape this view needs

Running it

The command comes from the declaration, so this text and what actually runs cannot diverge. pipeline.py run also runs the unmet dependencies first.

python3 scripts/pipeline.py run <paper> dg-export

Underneath, that runs cd extract && python3 scripts/export_discourse_graphs.py ../exports/{paper}.oxa.json --output ../exports/{paper}.dg.jsonld.