README.md

Results for task type 'Text to SPARQL' (T2S)

This folder contains the results for the task type 'Text 2 SPARQL' (T2S). The raw results are included in the zip file results-Text2Sparql.zip.

The Text-to-Sparql task asks to create a SPARQL SELECT query for a KG and a textual question. Many KBQA approaches build upon this capability.

An example prompt is the following:

Please generate a SPARQL SELECT query for wikidata and the given question. Assume common prefixes like wd or wdt to be defined.
To support automated parsing, please answer with just a markdown fenced code block (start and end with ```) containing the sparql query, no other text.

Example for Answer format:
```sparql
SELECT ...
```

Question:What was the population of Somalia in 2009-0-0?

Here a csv list mapping IRIs and labels of properties and entities you probably need:
wd:P585,point in time
wd:P1082,population
wd:Q1045,Somalia

result plots

The BoxPlots for the maxCombined metric as presented in the paper.

Organizational, Turtle

• KG = Organizational
• dataset = Organizational
• KG Info = Turtle Graph

Organizational Numerical, Turtle+Table

• KG = Organizational Numerical (original IRIs replaced with numeric IRIs)
• dataset = OrgaNumerical
• KG Info = Turtle(full KG) + translation Table(numeric ID, original ID):

LC-Quad, Table

• KG = Wikidata
• dataset = LC-Quad
• KG Info = Table(IRI, Label) for relevant IRIs:

CoyPu Mini, IRIs

• KG = CoyPu Mini (subset of CoyPu graph)
• dataset = CoyPu Mini
• KG Info = List of relevant IRIs

CoyPu Mini, JSON-LD full KG

• KG = CoyPu Mini (subset of CoyPu graph)
• dataset = CoyPu Mini
• KG Info = JSON-LD(full KG)

CoyPu Mini, Turtle full KG

• KG = CoyPu Mini (subset of CoyPu graph)
• dataset = CoyPu Mini
• KG Info = Turtle(full KG)

CoyPu Mini, JSON-LD Schema

• KG = CoyPu Mini (subset of CoyPu graph)
• dataset = CoyPu Mini
• KG Info = JSON-LD(schema)

CoyPu Mini, Turtle Schema

• KG = CoyPu Mini (subset of CoyPu graph)
• dataset = CoyPu Mini
• KG Info = Turtle(Schema)

Beastiary, Turtle Schema

• KG = Beastiary
• dataset = Beastiary
• KG Info = Turtle(Schema)

Beastiary, Turtle Subschema

• KG = Beastiary
• dataset = Beastiary
• KG Info = Turtle(relevant part of schema)

Beastiary, Turtle KG subset

• KG = Beastiary
• dataset = Beastiary
• KG Info = Turtle(relevant KG subset)

Beastiary, IRIs

• KG = Beastiary
• dataset = Beastiary
• KG Info = List of relevant IRIs