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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

Walker & Dunlop, Inc. (WD) — this company's answers

NO on the Q2 2022 call 2022-08-09 C+
The model's full reasoning — Q2 2022 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很晚或刚结束后,以至于结果几乎没有包含这些影响,并且管理层自己指出了这一时机。 分析: - 管理层提到“GSEs stepped back into the market in a meaningful way in July”(7月份GSEs以有意义的方式重新进入市场),以及“we expect strong GSE origination volumes for the rest of the year”(我们预计今年剩余时间GSE发起量强劲)。这发生在第二季度结束后(7月),属于后期事件。 - 管理层还提到“the 30-basis point drop in treasuries”(国债收益率下降30个基点)作为机会,但这是市场条件,不是具体事件。 - 关于HUD,管理层说“We expect to see our HUD volumes pick up in the coming quarters”(我们预计未来几个季度HUD量会回升),这是预期,不是已发生。 - 关于GSE容量,管理层说“59% of their annual lending capacity still intact as we enter the back half of the year”(进入下半年时,他们年度贷款能力的59%仍然完好),这是容量,不是具体事件。 - 管理层提到“we closed a $1.9 billion transaction with Fannie Mae during the quarter”(本季度与房利美完成了一笔19亿美元的交易),但这是在本季度内,不是后期。 - 管理层提到“we saw the agency step back into the market in a meaningful way in July”(我们看到机构在7月份以有意义的方式重新进入市场),这发生在季度结束后,但这是市场行为,不是公司具体事件。 - 管理层没有明确说“late in the quarter”或“since quarter-end”等具体时间锚点,而是说“in July”和“as we enter the back half of the year”。 - 管理层是否将后期事件视为“the real story the numbers missed”?管理层说“we expect strong GSE origination volumes for the rest of the year”,但并没有说第二季度结果没有反映这些,而是说预期未来会好。管理层没有明确对比报告期数字与当前业务水平。 - 管理层提到“we are currently generating a huge amount of cash”等,但这不是后期事件。 - 关于GSE容量,管理层说“Should the markets continue to dislocate and Fannie and Freddie used their full $156 billion of lending capacity for 2022... would imply total GSE volume of $19 billion”,这是假设,不是已发生。 - 管理层没有明确说“late-breaking”事件,而是说7月份市场活动增加,但这是市场整体,不是公司具体成果。 - 管理层提到“we have seen in the past couple of weeks a significant uptick in activity”(过去几周活动显著增加),但这是对当前市场的观察,不是具体事件。 综合来看,管理层没有明确强调某个具体积极事件发生在报告期很晚或刚结束后,并且说结果没有反映它。他们提到7月份GSEs重新进入市场,但这是市场条件,不是公司具体交易或合同。他们也没有说第二季度结果没有反映这些,而是说预期未来会好。因此,不符合“late-breaking, concrete positive events”和“management treats them as the real story”的条件。 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.