I’ve returned to this task, and I have two questions:

First, DatasetGraphFactory.GraphMaker builds a graph, but inference is 
configured at the model level. Can I use a DatasetGraphFactory.GraphMaker to 
create an inference-enabled graph?

Second, assuming I have a DatasetGraphFactory.GraphMaker working, what do I do 
with it? I don’t see any methods on Dataset, DatasetGraph, DataService, 
FusekiService, or any of the associated builders or factories that allows me to 
register a GraphMaker for use by the system.

Thanks, in advance,

Ian


From: Emmons, Ian D <[email protected]>
Date: Monday, August 11, 2025 at 6:15 PM
To: [email protected] <[email protected]>
Subject: Re: Configuring Fuseki for inference
Andy, Thanks for the clear answer — I’ll give the DatasetGraphFactory. 
GraphMaker a try. Assuming that works (I’m sure it will), having a 
configuration option becomes lower priority for me, but for ease of use it 
would be good to raise an issue. 


Andy,



Thanks for the clear answer — I’ll give the DatasetGraphFactory.GraphMaker a 
try. Assuming that works (I’m sure it will), having a configuration option 
becomes lower priority for me, but for ease of use it would be good to raise an 
issue.



Thanks,



Ian





From: Andy Seaborne <[email protected]>

Date: Monday, August 11, 2025 at 10:33 AM

To: [email protected] <[email protected]>

Subject: Re: Configuring Fuseki for inference

Hi Ian, Interesting usage and I think I've heard about a similar one before. 
There is also a code-way to customize the creation of graph in a datasets 
(DatasetGraphFactory. GraphMaker) but there isn't a way to configure that from 
a Fuseki configuration





Hi Ian,







Interesting usage and I think I've heard about a similar one before.



There is also a code-way to customize the creation of graph in a



datasets (DatasetGraphFactory.GraphMaker) but there isn't a way to



configure that from a Fuseki configuration file unfortunately.







Sorry about that - do you want to raise an issue?







     Andy







On 07/08/2025 19:07, Emmons, Ian D wrote:



> Andy,



>



> Thanks for your reply.



>



> We use named graphs to store behavior models (pattern-of-life together with 
> other related information) that lie at the heart of a large system of 
> systems. Each model is stored in its own named graph, with the default graph 
> used as a catalogue of the models with pointers to the named graphs.



>



> Each graph contains the ontology separately, though it is the same ontology 
> across all of them.



>



> An inference graph containing all the named graphs is not an option, because 
> the models have a lifecycle like this:



>



>



>    *   Initial development



>    *   A series of approvals



>    *   Insertion into operations



>    *   Branching of the operational model to produce a new development-phase 
> model



>    *   Editing the branched model to make necessary changes



>    *   A new approval cycle



>    *   Retirement of the original operational model and promotion of the 
> branch into operations



>    *   Rinse, lather, repeat as necessary



>



> Because two branches of the same model differ, they may contradict each 
> other, so a combined inference graph would produce nonsense. In essence, the 
> named graphs are serving as inference isolation boundaries.



>



> The inference level we use is Micro-OWL.



>



> Thanks,



>



> Ian



>



>



> From: Andy Seaborne <[email protected]>



> Date: Thursday, August 7, 2025 at 11:39 AM



> To: [email protected] <[email protected]>



> Subject: Re: Configuring Fuseki for inference



> Hi Ian, There may be ways of doing some cases such as one inference graph 
> combining all the named graphs? How do you use named graphs? Are they for 
> data management reasons? Does one of them have the 
> schema/vocabulary/ontology? What inference



>



>



> Hi Ian,



>



>



>



> There may be ways of doing some cases such as one inference graph



>



> combining all the named graphs?



>



>



>



> How do you use named graphs?



>



>     Are they for data management reasons?



>



>     Does one of them have the schema/vocabulary/ontology?



>



>



>



> What inference level are you using?



>



>



>



>       Andy



>



>



>



> On 05/08/2025 18:49, Emmons, Ian D wrote:



>



>> Fuseki Users,



>



>>



>



>> I have been working to convert a project to use Fuseki as its semantic graph 
>> store, and for the most part it works well. However, I have hit a roadblock.



>



>>



>



>> I have followed the instructions to configure my default graph for 
>> inference, and this does work. However, it appears that I must configure 
>> each graph for inference separately, and, in particular, that there is no 
>> way to configure Fuseki so that all graphs do inference, including graphs 
>> created in the future.



>



>>



>



>> Is there a way to do this? I regard this as an important capability because 
>> that’s the key feature of a semantic graph that makes it unique — if it 
>> weren’t for inference, there are so many other databases I could be using.



>



>>



>



>> Thanks,



>



>>



>



>> Ian



>



>>



>



>> ==================



>



>> Ian Emmons



>



>> RTX BBN Technologies



>



>>



>



>



>




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