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After the books closed

After the books closed: the quarter's biggest news happened too late to be in the numbers

Calls Tested
497
Answered YES
13
Hit Rate
2.6%
rare by design

Koppers Holdings Inc. (KOP) — this company's answers

NO on the Q2 2018 call 2018-08-12 C+
The model's full reasoning — Q2 2018 call → NO我们根据提供的财报电话会议记录,判断管理层是否报告了最重要的积极发展发生在报告期结束或之后,且这些发展对报告结果影响很小或没有影响,并被视为公司未来方向的关键。 分析关键点: 1. 管理层是否提到具体、已发生的积极事件,且时间在报告期末或之后? 2. 管理层是否明确表示这些事件对报告结果影响很小,并强调其对未来的重要性? 在记录中: - 关于Performance Chemicals(PC)业务,管理层提到“我们的主要大型商店最近决定将其地面接触处理木材项目从可溶性铜基产品转换为我们的专利技术microprobe”,并说“过渡计划于今年秋季晚些时候进行,虽然对2018年剩余时间影响不大,但应该为2019年提供良好的推动”。这发生在报告期(Q2 2018)之后,且是具体事件(客户转换),但时间在秋季,即Q3或Q4,且管理层说对2018年影响不大,主要影响2019年。这符合“late-breaking”吗?事件发生在报告期后,但具体时间未明确,且是“决定”而非已实施。但管理层说“计划于今年秋季晚些时候进行”,所以是未来事件,不是已发生。且“应该为2019年提供良好的推动”是预期,不是已实现。所以可能不算“已发生”。 - 关于国际账户,管理层说“到下一次财报电话会议时,我们相信我们将能够谈论一个相当大的新国际账户,我们一直在努力争取。”这是预期,不是已发生。 - 关于CM&C业务,管理层提到“我们的Stickney工厂的新萘装置已完成,目前处于调试阶段。测试于7月开始,最终测试预计在第三季度末完成。我们应在第四季度初全面运行。”这是报告期后(Q2结束是6月30日,7月开始测试),但这是设施完成,不是新业务。且管理层说“我们应在第四季度初全面运行”,所以是未来。 - 关于RUPS业务,管理层提到“我们最近收购了MA Energy和Cox Industrial”,这些收购在Q2期间完成,但收购是报告期内的事件,不是报告期后。 - 管理层在总结中说“在CM&C中,有大量上行空间,因为我们上半年实现了7000万美元的调整后EBITDA,而下半年仅预计4800万美元,在相同的经济环境下。我们的新萘装置至少运行一个季度。”这里提到新装置将在下半年运行,但这是预期。 关键点:管理层是否明确表示这些事件发生在报告期结束或之后,且报告结果未反映它们?在PC部分,管理层说“我们的主要大型商店最近决定...转换...过渡计划于今年秋季晚些时候进行,虽然对2018年剩余时间影响不大,但应该为2019年提供良好的推动。”这里“最近决定”可能发生在Q2期间或之后,但“过渡计划于秋季”是未来,且对2018年影响不大,所以报告期(Q2)未反映。但管理层没有说“报告结果未反映”,而是说“对2018年剩余时间影响不大”,意味着对Q2无影响。但这是否是“最重要的积极发展”?管理层在PC部分说“这为2019年提供了良好的推动”,但整体上,管理层在总结中说“我从未对现状和面前的机会感觉更好”,但未明确说这些事件是报告期后发生的。 另外,管理层提到“我们的新萘装置已完成,目前处于调试阶段”,这是报告期后(7月开始测试),但这是设施,不是业务增长。且管理层说“我们应在第四季度初全面运行”,所以是未来。 在回答中,管理层没有明确说“这些事件发生在报告期结束或之后,所以报告结果未反映它们”。他们只是提到了一些未来事件,但未强调其时间性对报告结果的影响。 因此,我认为不符合“late-breaking”和“management treats them as the real story”的条件。管理层更多是展望未来,而不是强调报告期后的事件。 所以答案应为NO。

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, does management report that the MOST IMPORTANT POSITIVE DEVELOPMENTS of the period happened SO LATE IN THE REPORTED PERIOD, OR SHORTLY AFTER IT ENDED, that the results being presented contain little or none of their effect — with management itself marking the timing? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent situation with BOTH halves present: (1) LATE-BREAKING, CONCRETE POSITIVE EVENTS. Management points to specific favorable developments that actually occurred near the end of the reported period or in the weeks since it closed — real events, not hopes or pipeline. The events may take whatever form fits the industry: a contract, order, customer, or program signed or won late in the period or after quarter-end; a facility, location, product, or service that opened, launched, or shipped its first volumes in the final stretch or just afterward; an approval, certification, or qualification obtained late that has already begun converting into business; a large customer that went live, began ordering, or expanded right at the close or since; an acquisition or capability completed at or after period-end that is now operating. What matters is that management itself anchors the timing — saying in substance 'late in the quarter,' 'in the final weeks,' 'at the very end of the period,' 'since quarter-end,' 'subsequent to the close,' 'just after the period ended,' or equivalent — for events that are described as done or now happening, not merely expected. (2) MANAGEMENT TREATS THEM AS THE REAL STORY THE NUMBERS MISSED. Management conveys, directly or plainly in substance, that because of this timing the reported results reflect little or none of these developments — and treats them as consequential to where the company is now heading, for example by discussing how they will contribute in coming periods, how the company is now delivering or ramping them, or by contrasting the period's reported figures with the level of business the company is already doing as it exits. The late events should be presented as meaningful relative to the company's current size — capable of changing its trajectory — rather than as routine items in a long list. Answer NO if the period's positive developments are described as spread across the quarter in the ordinary way, with no emphasis on late or post-period timing. NO if the late-dated items are only letters of intent, negotiations, pipeline, expected signings, or events still contingent on approvals, financing, or decisions not yet made. NO if the late events are routine in scale for this company — the normal cadence of wins or openings it always reports — with no sense that they change its level of business. NO if management mentions timing only as an excuse for weak results without concrete late-arriving positives now in hand. NO if the post-period mention is a boilerplate subsequent-events disclosure that management does not connect to the company's trajectory. NO if the timing framing appears only in an analyst's question or model that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
ASM Avino Silver & Gold Mines Ltd. Q4 2023 2024-03-21 C+
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
NBTX Nanobiotix S.A. Q2 2023 2023-09-27 D
SWBI Smith & Wesson Brands, Inc. Q1 2023 2022-09-08 C+
YMM Full Truck Alliance Co. Ltd. Q2 2022 2022-08-25 C+
VNRX VolitionRx Limited Q1 2022 2022-05-12 F
OPK OPKO Health, Inc. Q1 2022 2022-05-09 D
BFIN BankFinancial Corporation Q1 2022 2022-05-06 A
RNW ReNew Energy Global Plc Q2 2022 2021-11-18 C
BFI BurgerFi International, Inc. Q3 2021 2021-11-12 C
LIND Lindblad Expeditions Holdings, Inc. Q2 2017 2017-08-06 C
PLAB Photronics, Inc. Q2 2017 2017-05-17 C+

How the model reasoned

OPK · Q1 2022 → YESThe question is: Does management report that the MOST IMPORTANT POSITIVE DEVELOPMENTS of the period happened SO LATE IN THE REPORTED PERIOD, OR SHORTLY AFTER IT ENDED, that the results being presented...YES The transcript shows management treating the ModeX acquisition (announced and closed on the call date, May 9) and the Sema4/GeneDx deal (closed April 29) as major positive developments that occurred after the Q1 period ended. These are framed as key steps toward unlocking value and are highlighted as the "exciting announcement" that changed the call format.
RNW · Q2 2022 → YESThe question is: Does management report that the MOST IMPORTANT POSITIVE DEVELOPMENTS of the period happened SO LATE IN THE REPORTED PERIOD, OR SHORTLY AFTER IT ENDED, that the results being presented...YES The transcript shows management explicitly marking the timing of key positive developments: 400 MW commissioned "since the end of the quarter" (bringing operating capacity to 7 GW today, with another 400 MW scheduled "over the next couple of weeks"), plus the completed Telangana acquisition adding 260 MW.
ASM · Q4 2023 → YESThe question is: Does management report that the MOST IMPORTANT POSITIVE DEVELOPMENTS of the period happened SO LATE IN THE REPORTED PERIOD, OR SHORTLY AFTER IT ENDED, that the results being presented...

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Not investment advice. Artul.ai publishes AI-generated earnings-call quality grades and expected-volatility estimates — never buy or sell recommendations. We tested over 1,600 predictive hypotheses against 165,000 transcripts; the honest result, including what failed, is documented in our methodology.