z-factors · data mining
Mine the key elements.
Then everyone must use them.
GBT1 is the z-factors crawling bot. It reads any content and mines its key elements — the lists of words, titles, entities, sectors, and focused issues (incidents, accidents, themes) — ranked by category. Those elements are mandatory when the Etheron system generates any site or form, especially news.
Follow — read the trend
Set — seed it back until it sticks
z-factors: tool stack · trends follower · trends setter
GBT1 mines · the older GBT scorer is now GBT2
Follow · mine
Key elements, ranked by category
Paste the content (text or HTML) and a title; add human picks if you have them. GBT1 mines A–G and hands you the mandatory set the next piece must include.
seed content
live: POST /api/mine { text|html, title, picks } · POST /api/keywords (seed only) · entities/sectors from data/registry.json
Set · gate
Did the piece use them?
Mandatory-use gate. Paste a generated piece; GBT1 checks it against the required key elements and returns coverage. Below the threshold = fail (send it back).
against the mined set above
live: POST /api/check { text, required, minCoverage } → coverage · pass/fail · present · missing