In-context examples

few_shot_examples.json is an exact data export of EXEMPLARS_BY_DOMAIN in training/src/few_shot_prompts.py. It includes question text, choices, answer and supplied English/Tamil explanations. The baseline builder chooses four examples from the category, with a global fallback; this is in-context data, not a parameter-training dataset.

Source URLs, authorship and licences were not recorded in the code and remain to be confirmed by the participant. Existing source comments about external origin are not independent verification. No hidden competition answer key is included or used for the package audit.