| Prompts | |
| Summarization prompt | |
| Article: {{ ARTICLE }} | |
| You will generate increasingly concise, entity-dense summaries of the above article. | |
| Repeat the following 2 steps 5 times. | |
| Step 1. Identify 1-3 informative entities (";" delimited) from the article which are missing from the previously generated summary. | |
| Step 2. Write a new, denser summary of identical length which covers every entity and detail from the previous summary plus the missing entities. | |
| A missing entity is: | |
| - relevant to the main story, | |
| - specific yet concise (5 words or fewer), | |
| - novel (not in the previous summary), | |
| - faithful (present in the article), | |
| - anywhere (can be located anywhere in the article). | |
| Guidelines: | |
| - The first summary should be long (4-5 sentences, ~80 words) yet highly non-specific, containing little information beyond the entities marked as missing. Use overly verbose language and fillers (e.g., "this article discusses") to reach ~80 words. | |
| - Make every word count: rewrite the previous summary to improve flow and make space for additional entities. | |
| - Make space with fusion, compression, and removal of uninformative phrases like "the article discusses". | |
| - The summaries should become highly dense and concise yet self-contained, i.e., easily understood without the article. | |
| - Missing entities can appear anywhere in the new summary. | |
| - Never drop entities from the previous summary. If space cannot be made, add fewer new entities. | |
| Remember, use the exact same number of words for each summary. | |
| Answer in JSON. The JSON should be a list (length 5) of dictionaries whose keys are "Missing_Entities" and "Denser_Summary". |