No Input, No Report: The cricket_asia Label Alone Is Not Enough

A full 2,711-word original sports news report could not be produced from the supplied input. The material contains no source article; only a single classification label was provided: cricket_asia. The Stage-1 output is entirely empty: no title, no source, no article type, no core viewpoints, no information points. News reporting is a fact-dependent genre. A report must state when and where an event took place, the score, the teams and players involved, the sequence of events, and the speaker and context behind every quotation. Without those elements, the only way to reach 2,711 words is to invent the facts. That violates basic journalistic standards and gives the reader nothing verifiable. Missing elements and their consequences: without a title, the scope of the topic cannot be defined. Without a source, reliability and editorial stance cannot be assessed. Without a known article type, whether news, commentary, data report or interview, the analytical framework cannot be chosen. Without core viewpoints, the argument chain cannot be tested. Without information points, there are no verifiable factual units, so entity extraction, timeline construction and cross-checking are all impossible. For sports material specifically, Stage-1 should always capture the match date and venue, competition name and stage, both team names and the score, key player names and performances, the event timeline, and for every quotation the speaker, their role and the setting. None of these are present. This suggests the extraction step failed at the source, not downstream. Minimum required input, in order of preference: first, the full text of the original article; second, the complete Stage-1 output, particularly the information points, each with its claim, source field and timestamp, together with the core viewpoints; third, just the core viewpoints plus three to five key information points, which would allow a limited analysis with uncertainty clearly marked. With any one of these, a complete report can be produced in the same structure: headline, summary, event account, fact sheet, analysis and background, with the source of each claim identified and no inference presented as reported fact. In short: the current input supports only one topical signal, that the subject concerns cricket in Asia. That signal alone cannot determine a headline, an event or an analysis. This file therefore records an input-deficiency report instead of a news report, so that unverified content does not propagate to the next stage.