11Aug 2026
Understanding the Pipeline: Diagrams
A visual walkthrough of the extraction pipeline and the predicate-linking step.
Hindi DBpedia Chapter
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18Aug 2026
GSoC Week 12: A Deep Dive Into Evaluation, and Publishing Everything
Investigating why IndIE's BenchIE score looked wrong, closing out the property audit, and publishing all models and datasets.
11Aug 2026
GSoC Week 11: Establishing Real Baselines and Testing Beyond Hindi
Establishing real baselines against IndIE and testing the pipeline on Gujarati and Rajasthani.
4Aug 2026
GSoC Week 10: Being Precise About Evaluation
Being precise about how every evaluation number is actually calculated, and testing whether few-shot prompting helps.
28Jul 2026
GSoC Week 9: Full-Scale Evaluation and Rebuilding the Review Tool
Full-scale evaluation across the entire dataset, plus rebuilding the human review tool around real pipeline data.
21Jul 2026
GSoC Week 8: Building a Predicate-Linking Gold Set
Eighth week of the coding period, building a predicate-linking gold set and running the full pipeline end to end for the first time.
14Jul 2026
Week-7 Streamlining the Training Pipeline
Seventh week of the coding period, streamlining the training pipeline and reviewing real model output closely.
7Jul 2026
GSoC Week 6: Fixing a Scoring Bias and Getting the Training Pipeline Running
Finding and fixing a scoring bias that was undervaluing real Wikipedia sentences, then getting the training pipeline running end to end.
30Jun 2026
GSoC Week 5: Choosing an Embedding Model and Building BenchIE Ground Truth
Testing embedding models at full ontology scale and building real DBpedia ground truth for BenchIE.
23Jun 2026
GSoC Week 4: Embedding Model Evaluation and Building the Review Tool
Comparing embedding models for ontology alignment and building the first version of the human review tool.
16Jun 2026
Week-3 Dataset Audit and Ontology Alignment
Third week of the coding period, auditing the existing training dataset and building the ontology alignment layer.
9Jun 2026
Week-2 Researching How Much Data Fine-Tuning Actually Needs
Second week of the coding period, researching data requirements for fine-tuning and looking into annotation tooling.
2Jun 2026
Week-1 Understanding the Pipeline and Prior Work
First week of the coding period, understanding the existing DBpedia Hindi Chapter pipeline and prior GSoC work.