HAYSTACK ANSWER KEY =================== This is the spoiler file for haystack.txt. Do not show it to the model you are testing — it exists so the grader knows the right answer. THE PLANTED FACT "The Meridian contract renewal costs $4,250 per quarter." WHERE IT LIVES Section: "VENDOR AND CONTRACT MANAGEMENT" (the document's 6th section). Lines: 175-176 of haystack.txt (the sentence wraps across the two lines: "...The Meridian / contract renewal costs $4,250 per quarter..."). Position: about 1,701 words into a ~2,918-word document — roughly 58% of the way through, i.e. buried in the middle, not near the start or the end. HOW TO USE Paste the full haystack.txt into context, then ask a question only this sentence can answer, e.g.: "What does the Meridian contract renewal cost per quarter?" A passing answer states $4,250 per quarter. Anything else — a refusal, a guess, a different number, or "the document doesn't say" — is a miss, and tells you the fact fell outside what the model actually attended to. Vary the haystack size or the fact's position to probe the lost-in-the- middle effect: the same fact is easier to retrieve when it sits near the top or bottom of the context than when it sits, as here, in the middle.