Fewer tokens and lower cost, with answer quality measured

All three original and all three full-compression calls produced the identical disputed expanded answer. Terra and Sol disagree about whether adding Fire Island is acceptable. Keep the ambiguity unscored; there is no observed full-compression answer decline on this question.

Original: The Great South Bay is a lagoon situated between Long Island and Fire Island, in the State of New York.

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The model draft was rejected. Full and deterministic-only prompts are byte-identical, and the original and fallback contain identical word sequences. The correct leadership evidence remains. The wrong Stephen Harper answer occurs twice in deterministic-only calls and once in full-condition calls using the same fallback text. This demonstrates answer variation on identical fallback prompts; no source words were removed from the fallback.

Original: Party members chose Andrew Scheer as leader, replacing Stephen Harper, who led the Conservative Party of Canada as its leader from 2004 following the merger of the Canadian Alliance and Progressive Conservative parties.

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The source period 323–272 BC describes the scope of a historical narrative, while the question asks about the war associated with Pyrrhus. Both judges identify ambiguity in assessing the alternative war dates. The fallback preserves the original word sequence. Retain official scores and unresolved source judgments without calling the difference compression damage.

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Both judges flag missing source support linking the named wife role to the actor in the reference. Original and fallback word sequences are identical, and abstentions occur in both conditions. Keep this as unresolved source/reference coverage, not demonstrated compression loss.

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The reference set includes both Unanswerable and a specific list of baseline systems. The supplied paper context does not expose the comparison tables needed to verify that list. Both original and compressed answers name wav2letter as a baseline although the source identifies it as inspiration. Both judges keep those claims uncertain. The unsupported specificity already appears in original-input answers, so a new compression-caused loss is not established.

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Every original, deterministic-only and full-condition call answered unanswerable; the reference answer is No. Both validators object to that answer, but their material-issue descriptions did not satisfy the conservative corroboration matcher, so the saved judgment remains unresolved. The answer and official-score outcome are identical across conditions; this is not an observed compression regression.

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The original directly links uncertain civil-service pay to the frozen bank account. Compression retains the bank-account and salary facts in the same passage but removes the explicit because link. One compressed-input summary instead attributes threatened salaries to fuel shortages. Both judges confirm that factual error. This is a plausible loss-of-linkage mechanism, with answer-generation variation also possible; the gentler-compression and stronger-model follow-up is reported separately.

Original: It's unclear if the junta will be able to pay civil servants in April because the country's bank account is now frozen.

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The original says one of the two women became ill. The accepted 0.50 representation drops one of the and says two women were sickened; an earlier source sentence also loses its subject. Two compressed-input summaries attribute vomiting to both women, and both judges corroborate the error. The source comparison verifies a quantifier distortion that passed the existing integrity checks. Follow-up results do not replace these main-cohort observations.

Compressed: Khalid told reporters two women accused wiping toxin on Kim ' s face sickened suffered vomiting.

Original: Khalid told reporters that one of the two women accused of wiping the toxin on Kim's face was later sickened and suffered from vomiting.

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The disputed Aurora proposal label repeats an ambiguity already examined in the earlier experiment. The judges agree that the writing progress, deadlines, exam date and research approach are supported, but differ over whether the topic label is too imprecise. Keep the frozen uncertainty; do not turn a label dispute into a demonstrated factual loss.

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Both original and compressed answers sometimes select a different discussion about slides or product evaluation rather than the requested teamwork disagreement. The compressed text also weakens dialogue cues: I think so and Yep become punctuation in the relevant exchange. That is an input-quality concern, but the saved answer comparison cannot cleanly isolate its effect from the original model failures. The case remains unresolved and outside resolved-score means; perfect resolved means must not be read as correctness on this question.

Compressed: em. Project Manager : enough teamwork? Industrial Designer : Yeah? Marketing :. User Interface :. Project Manager :. User Interface : {vocalsound} Project Manager : No I, dunno,, Industrial Designer : {vocalsound} don ' t. Project Manager : ' t {disfmarker} I I was just {disfmarker} I {disfmarker} Marketing : didn ' t {disfmarker} minor discussion at meetings ' t {disfmarker} except for actual building, Industrial Designer : Yeah. Project Manager : ' true? Marketing : if team project more coll

Original: ave 'em . Project Manager: Um you guys felt like there was enough teamwork in all ? Industrial Designer: Yeah ? Marketing: I think so . User Interface: Yep . Project Manager: Hmm . User Interface: {vocalsound} Project Manager: No I , no I dunno , I d I I dunno , Industrial Designer: {vocalsound} You don't . Project Manager: I don't {disfmarker} I I was just {disfmarker} I {disfmarker} Marketing: Though we didn't actually {disfmarker} I mean other than minor discussion at meetings there wasn't {disfmarker} except for the actu

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All original answers say No; compressed-input answers say No and add a supported explanation about Faygo and non-carbonated Yoo-hoo. Both validators rate the saved answers correct. The official reference is only no, so added correct words sharply reduce lexical precision. This is a wording penalty, not an observed factual regression.

Original: Faygo Beverages, Inc., is a soft drink company headquartered in Detroit, Michigan. The beverages produced by the company, branded as Faygo or Faygo Pop, are distributed in the Midwestern, Mid-Atlantic, and Central Southern regions of the United States, as well as southern and western Canada. Faygo Beverages, Inc. is a wholly owned subsidiary of the National Beverage Corporation started in Detroit, Michigan in 1907 as Feigenson Brothers Bottling Works.

Original: Because the drink had a limited shelf life, the company sold its products only in Michigan until the late 1950s. Company chemists later resolved this issue by installing a filtration system to remove impurities from the manufacturing plant's water system. In the 1960s, the soda's regional popularity expanded when the company began advertising during broadcasts of Detroit Tigers games. With the Tiger ads reaching beyond the Faygo market area at the time and the inability to cancel the ads, Faygo shipped products to the wholesalers' warehouses. This increased company sales from $6 million in 1966 to $20.4 million in 1971. Advertisements produced in the 1970s featured "everyday people" on a Boblo Boat singing the "Faygo Boat Song".The company introduced a low-calorie version of their products in the 1960s called Ohana. This sub-line soon became a majority of company sales. In 1961, the Royal Line was launched as a premium product line. The juice extract used to produce the initial run of Royal Hawaiian Pineapple Orange was not sterilized and became rancid, causing a buildup of gases such that, after hitting store shelves, the bottles exploded. The soda was recalled and Dole gave Faygo enough sterilized juice to offset the company's losses. Six other flavors also entered into production in the 1960s. The original strawberry flavor from 1907 was renamed Redpop in the late 1960s.With Michigan's beverage container deposit law passed in 1978, Faygo thought people would prefer returnable cans instead of glass. With this choice being incorrect, the company had a hard time making the switch back to bottles, cutting into profits for several years.Assessing the industry and the second generation's pending retirement, the company was put up for sale. TreeSweet Products Corp. bought the company from the Feigenson family in early 1986 for $105 million. TreeSweet in turn sold the company to National Beverage Corp. a year later in 1987. In the 1980s, they introduced flavored carbonated water.Faygo expanded in 1996 with a non-carbonated drink line, again named Ohana, which included punches, iced tea and lemonade. In 2007, Faygo celebrated its 100th anniversary with a new flavor and contests for label design. Ten thousand entries were received and a fourth-grade Ohio teacher won with Centennial Soda. In March 2014, the company introduced its ginger ale, Faygo Gold, rivaling cross town company Vernors' flagship drink.

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Original answers use Band-e Amir National Park; compressed-input answers use Band-e-Amir National Park. Both validators judge the same park correctly identified. The official normalizer removes hyphens rather than replacing them with spaces, producing different word tokens and a 42.9-point case-level F1 penalty for the hyphenation difference. Official scores remain unchanged.

Original: Band-e Amir National Park (Persian: بند امیر) Afghanistan established its first national park on April 22, 2009, to promote and protect the natural beauty of a series of intensely blue lakes created by natural dams high in the Hindu Kush. Band-e-Amir is a chain of six lakes in the mountainous desert of central Afghanistan. The lakes formed from mineral-rich water that seeped out of faults and cracks in the rocky landscape. Over time, the water deposited layers of hardened mineral (travertine) that built up into walls that now contain the water. According to the Wildlife Conservation Society, who helped the Afghan government set up the park, Band-e-Amir is one of the few travertine systems in the world.They were created by the carbon dioxide rich water oozing out of the faults and fractures to deposit calcium carbonate precipitate in the form of travertine walls that today store the water of these lakes. Band-e Amir is one of the few rare natural lakes in the world which are created by travertine systems. The site of Band-e Amir has been described as Afghanistan's Grand Canyon, and draws thousands of tourists a year. The river is part of the system of the Balkh River.

Original: Band-e-Amir Dragons (Pashto: بند امير ښاماران Band-e-Amīr Khāmārān / Shāmārān; Dari: بند امیر شاماران) or Band-e-Amir Region is one of eight regional first-class cricket teams in Afghanistan. In the 2017 Shpageeza team auction, the Band-e-Amir Dragons team was bought by Paragon Business Group, a Finance and investment company, and it will play as the Paragon Band-e-Amir Dragons in this competition. The Region represents the following provinces in the centre of Afghanistan: Ghazni, Bamyan, Daykundi, and Maidan Wardak. The team is named after Band-e Amir, a series of six deep blue lakes in Bamyan Province.

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