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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

Legacy Housing Corporation (LEGH) — this company's answers

NO on the Q4 2023 call 2024-03-18 C
The model's full reasoning — Q4 2023 call → NOThe question asks whether management reports that the most important positive developments happened so late in the period or shortly after it ended that the results contain little or none of their effect, with management marking the timing. Let me look for evidence in the transcript: 1. Late-breaking concrete positive events: - Duncan mentions: "Legacy has signed up more new dealers this month than any other month since I started." - This is a concrete event happening "this month" (March, after Q4 ended). - "our heritage stores are on track for the best sales month in the last 12 months" - also current month. - "We just worked through the seasonally slower period but foot traffic is still up from mid-2023 and dealers are selling homes." - "We've got a lot of new sales reps that are getting up to speed and they're making sales and they're making commissions." - "We hired a team to focus exclusively on this product line during the fourth quarter. The team is quoting and winning small orders." 2. Management treating them as the real story the numbers missed: - Duncan says: "I underestimated seasonality on the dealer side, further delayed shipments from both Texas and Georgia plants to mobile home parks and weather up north delaying shipments of subcontracted units from our partners. These factors all contributed to lower shipments during the fourth quarter." - He says: "For Q1, I think it looks better than Q4, but maybe not as good as some of the prior quarters in early 2023." - He says: "we decided let's hold production at current levels and let's continue to build a backlog." But does management explicitly say the results contain little or none of the effect of these late developments? Let me check. The new dealer signings and heritage store performance are happening "this month" (March), which is after Q4 ended. But does management say the Q4 results don't reflect these? He says Q1 looks better than Q4. He mentions the delays in Q4 shipments. However, the question asks about "the MOST IMPORTANT POSITIVE DEVELOPMENTS" - are these the most important? The new dealer signings and heritage store performance are mentioned, but are they framed as the real story the numbers missed? Let me re-read: "Two important data points. Right now, interest from new dealers in Legacy's products and financing solutions is high.

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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.