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Story upgraded mid-call

Story upgraded mid-call: management spontaneously tops its own prepared version with fresher or bigger facts

Calls Tested
468
Answered YES
47
Hit Rate
10%
rare by design

International Flavors & Fragrances Inc. (IFF) — this company's answers

NO on the Q1 2023 call 2023-05-09 F
The model's full reasoning — Q1 2023 call → NO我们根据指令,需要判断管理层在电话会议中是否自发地升级了其相对于准备版本的故事。即,在开场发言之后,管理层是否自愿提供了超出准备演示的积极发展信息,方向是更大、更快、更广或更新。 检查整个电话会议。开场发言中,Frank Clyburn和Glenn Richter提供了第一季度的业绩,并给出了全年指引。他们提到了挑战,但也提到了进展,如库存减少、生产力提升、投资组合优化等。 在问答环节,管理层被问及各种问题。例如,关于现金流的进展,Glenn Richter提到库存减少超过预期,并可能提前达到目标。关于去杠杆,他提到投资组合优化正在进行,并可能进一步剥离。关于定价,Frank提到在特定地区采取更精准的定价策略。关于酶业务,他提到增长和改善。 但关键问题是:管理层是否在问答中自愿提供了比准备版本更积极、更新的具体事实?例如,是否提到“自季度结束以来”的新进展?是否提到某个发展比预期更大或更快? 检查问答内容:在回答关于现金流的问题时,Glenn说“我们实际上在库存方面表现非常好,相对于我们的预期”,并提到可能提前达到目标。这算是对准备版本的升级吗?准备版本中已经提到库存减少,但这里说“实际上”更好,可能算是一种升级,但这是对问题的回应,不是自发提出的。 在回答关于去杠杆的问题时,Glenn提到“我们正在多个方面推进”,并提到“我们完全有信心”,但这是对计划的阐述,不是新的具体事实。 在回答关于定价的问题时,Frank提到“非常精准的定价策略”,但这是对策略的说明,不是新的具体事实。 在回答关于酶业务时,Frank提到“我们看到很好的增长”,但这是对现有业绩的重复。 没有看到管理层在问答中自愿提供超出准备版本的具体、更新的积极事实。例如,没有提到“自季度结束以来,我们看到了额外的订单”或“我们刚刚签署了一个大合同”之类的。所有回答都是对准备内容的详细阐述或辩护。 因此,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: Over the course of this call, does management SPONTANEOUSLY UPGRADE ITS OWN STORY RELATIVE TO ITS OWN PREPARED VERSION — that is, at one or more points after the opening remarks, does management volunteer information about a positive development that goes BEYOND what its prepared presentation conveyed, in the direction of BIGGER, FASTER, BROADER, or MORE RECENT — so that a reader finishes the call knowing the business is doing better than the opening summary alone would have suggested? Answer YES when the transcript shows, in whatever form fits the business, this ONE dynamic: the freshest and strongest concrete facts about a positive development surface in management's own unscripted voice, topping the packaged version. Any genuine expression of this counts, for example — management adding, in Q&A or asides, that activity has continued or strengthened since the period closed or since the remarks were prepared ("and just in the last few weeks...", "since quarter-end we've also..."); management volunteering that a development described in the opening is actually larger, further along, or moving sooner than the prepared framing indicated; management taking an analyst's question and answering with a fresher or bigger concrete fact than anything in the script; management correcting a modest characterization UPWARD in its own words, replacing a cautious framing with a stronger one grounded in something real; or management spontaneously extending a described win with additional current instances the prepared remarks never mentioned. What matters is the DIRECTION AND FRESHNESS of the unscripted material: the upgrades must concern REAL, CURRENT business — actual orders, customers, volumes, activity, commitments, or operational progress already happening or already secured — described with concrete substance, and must genuinely ADD to or EXCEED the prepared version rather than restate it. The upgraded facts should concern something management treats as meaningful to where the company is heading, and the overall impression should be of a business moving quickly enough that even management's own days-old packaging is already behind it. Answer NO if management's unscripted responses merely restate, elaborate on, or defend what the prepared remarks already contained, however detailed or confident. NO if the only fresh material is generic optimism, enthusiasm, or big-market talk without concrete current substance. NO if the upgrades concern plans, pipeline, hopes, or projections rather than business already real. NO if the fresher facts are chiefly negative, defensive, or explanatory of weakness, or if management's live voice DOWNGRADES or hedges the prepared story. NO if the additional material is extracted reluctantly under analyst pressure and management adds nothing beyond what was demanded. NO if the upgrade is a single trivial aside that management itself treats as immaterial. NO if the stronger framing appears only in an analyst's characterization that management does not itself adopt and top with substance. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
AZEK The AZEK Company Inc. Q2 2024 2024-05-08 B+
AES The AES Corporation Q1 2024 2024-05-03 C+
WEC WEC Energy Group, Inc. Q1 2024 2024-05-01 A
EGP EastGroup Properties, Inc. Q4 2023 2024-02-08 B
PFE Pfizer Inc. Q4 2023 2024-01-30 F
SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
BZUN Baozun Inc. Q2 2023 2023-08-28 D
SPT Sprout Social, Inc. Q2 2023 2023-08-04 B+
ET Energy Transfer LP Q2 2023 2023-08-02 C+
CTO CTO Realty Growth, Inc. Q2 2023 2023-07-28 B
GS The Goldman Sachs Group, Inc. Q2 2023 2023-07-19 C+
GGR Gogoro Inc. Q1 2023 2023-05-11 D
UAL United Airlines Holdings, Inc. Q4 2022 2023-01-18 B
SIBN SI-BONE, Inc. Q3 2022 2022-11-07 C+
AWRE Aware, Inc. Q3 2022 2022-10-30 F
CURV Torrid Holdings Inc. Q2 2022 2022-09-07 D
XHR Xenia Hotels & Resorts, Inc. Q2 2022 2022-08-05 A
TWO Two Harbors Investment Corp. Q2 2022 2022-08-04 C+
BRKL Brookline Bancorp, Inc. Q2 2022 2022-07-30 B+
LIN Linde plc Q2 2022 2022-07-28 B+
BHF Brighthouse Financial, Inc. Q1 2022 2022-05-10 C
CCRN Cross Country Healthcare, Inc. Q1 2022 2022-05-04 B
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
RNW ReNew Energy Global Plc Q2 2022 2021-11-18 C
ASAN Asana, Inc. Q2 2022 2021-09-01 B+
KNDI Kandi Technologies Group, Inc. Q2 2021 2021-08-09 F
CRS Carpenter Technology Corporation Q4 2021 2021-08-01 A
TCBI Texas Capital Bancshares, Inc. Q2 2021 2021-07-21 F
UMH UMH Properties, Inc. Q3 2018 2018-11-02 C+
AMGN Amgen Inc. Q3 2018 2018-10-30 B+
PRIM Primoris Services Corporation Q2 2018 2018-08-11 C+
ORAN Orange SA Q2 2018 2018-07-26 B
USFD US Foods Holding Corp. Q1 2018 2018-05-12 C
FOSL Fossil Group, Inc. Q1 2018 2018-05-08 C
ALLY Ally Financial Inc. Q1 2018 2018-04-26 B+
LII Lennox International Inc. Q4 2017 2018-02-06 B+
IR Ingersoll-Rand Plc Q3 2017 2017-10-25 B
PII Polaris Inc. Q3 2017 2017-10-24 C+
IBTX Independent Bank Group, Inc. Q3 2017 2017-10-24 A
BCE BCE Inc. Q2 2017 2017-08-05 B+
LEA Lear Corporation Q2 2017 2017-07-26 B+
KHC The Kraft Heinz Company Q1 2017 2017-05-03 F
BP BP p.l.c. Q4 2016 2017-02-07 B+
GEO The GEO Group, Inc. Q2 2016 2016-08-02 B+
ARKR Ark Restaurants Corp. Q1 2016 2016-05-13 B
CAL Caleres, Inc. Q4 2015 2016-03-15 C+

How the model reasoned

RNW · Q2 2022 → YESThe question is whether management spontaneously upgrades its own story relative to the prepared version during the Q&A. YES The transcript shows management spontaneously upgrading its corporate PPA story in the Q&A. In the prepared remarks, Sumant only referenced the overall corporate PPA market opportunity of at least 25 GW and noted it provides “significant upside” to guidance, without mentioning any signed volume. In the Julien Dumoulin-Smith question-and-answer 30 minutes later, Sumant volunteers the concrete fact that “we’ve already signed up about 100 megawatts worth of PPAs with corporate customers that we have now included in our total number,” and adds that more progress is expected. This is fresher, more specific, and positive relative to the prepared framing, 100 MW being a real, current commitment already folded into the 7 GW operating base.
PFE · Q4 2023 → YESThe question is whether management spontaneously upgrades its own story relative to the prepared remarks during the Q&A, volunteering positive developments that go beyond the prepared presentation, ma...**YES** In the Q&A, management spontaneously volunteers concrete, current positive developments that exceed the prepared remarks in freshness, breadth, and momentum. For example, on Prevnar, Albert directly summarizes that the U.S. adult catch-up opportunity has been exhausted with 96% market share already achieved, pediatric growth is accelerating 4-dose cohort dynamics, and international tenders plus VTC recommendations are delivering immediate traction—facts not framed this way in the opening remarks.
PRIM · Q2 2018 → YESThe question is whether management spontaneously upgrades its own story relative to the prepared remarks with positive developments that are bigger, faster, broader, or more recent. YES In the Q&A, David King spontaneously upgrades the prepared framing of the Willbros T&D awards by volunteering that the three major customers (one announced as $145M MSA, two others leaking out) were customers from the due-diligence meetings who had been hesitant about financial viability but were now actively placing awards — a fresher, broader, and more recent positive development than the prepared remarks’ single mention of “awarded work from some of the largest electrical utilities” in the first two months.

More from the question bank

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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.