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External validators converging

External validators converging: multiple independent outside parties have recently, concretely endorsed the company with

Calls Tested
497
Answered YES
109
Hit Rate
21.9%
rare by design

Helix Energy Solutions Group, Inc. (HLX) — this company's answers

NO on the Q1 2018 call 2018-04-24 B+
The model's full reasoning — Q1 2018 call → NO我们根据提供的电话会议记录,判断管理层是否描述了多个独立外部方最近采取了具体行动(如签约、订购、付款、部署、批准、投资、承诺),并且管理层将这些认可与当前活动联系起来,同时暗示这些业务相对于报告结果仍处于早期阶段。 检查记录内容: - 巴西的Siem Helix 1和2与Petrobras的合同:这是两个合同,但都是同一客户Petrobras,所以算一个外部方。 - 与BP的Q5000合同:另一个客户。 - 与Schlumberger的联盟:这是合作伙伴关系,Schlumberger提供设备和服务,属于独立方。 - 其他客户如Q4000的合同,但未明确具体名称。 - 北Sea的合同,但未明确具体客户。 - 可转换债券发行:这是融资,不是业务认可。 关键点:管理层提到了多个客户(Petrobras、BP、Schlumberger联盟),但Petrobras和BP是主要客户,Schlumberger是合作伙伴。这些是独立方,且采取了具体行动(合同、联盟)。管理层是否将这些视为早期?在回答中,Owen提到“我们期望2018年比2017年改善”,并提到Q7000未来机会,但未明确说这些认可的业务仍处于早期。然而,管理层提到“我们正在探索各种方式扩展服务”,但未明确说这些认可尚未完全反映在结果中。 检查是否有至少两个独立方:Petrobras(两个合同但同一方)、BP、Schlumberger。所以至少三个独立方。行动是具体的(合同、联盟)。管理层是否将这些与当前活动联系起来?是的,他们讨论了巴西和墨西哥湾的运营。是否暗示业务仍处于早期?管理层提到“我们期望2018年改善”,但未明确说这些认可的业务贡献仍大部分在未来。然而,他们提到Q7000尚未交付,但那是未来资产。对于现有合同,他们已计入结果。 但问题要求“management treats this convergence of outside endorsement as validating a trajectory whose contribution is still mostly ahead of the reported results”。管理层是否这样做了?在回答中,Owen说“我们期望2018年改善”,但未明确说这些认可的业务贡献仍大部分在未来。他们提到“我们正在探索各种方式”,但未明确说这些认可尚未完全反映。 另外,注意问题要求“within roughly the recent few quarters”采取行动。Petrobras合同是2017年签署的,BP合同是长期合同,Schlumberger联盟是近期。但管理层没有明确说这些是“recent”的,但可以推断。 然而,关键点是管理层是否将这些认可视为“validating a trajectory whose contribution is still mostly ahead”。在记录中,管理层提到“我们期望2018年改善”,但未明确说这些认可的业务贡献仍大部分在未来。他们提到Q7000是未来,但那是新资产,不是这些认可。 因此,可能不符合“contribution is still mostly ahead”的条件。此外,管理层没有明确说这些认可的业务尚未完全反映在结果中。 再仔细看:在回答中,Owen说“我们期望2018年改善”,但未明确说这些认可的业务贡献仍大部分在未来。他们提到“我们正在探索各种方式”,但未明确说这些认可尚未完全反映。 另外,问题要求“at least two genuinely separate outside parties”采取具体行动。这里Petrobras、BP、Schlumberger是三个,但Petrobras和BP是客户,Schlumberger是合作伙伴。这些是独立的。行动是合同和联盟。所以满足。 但管理层是否将这些认可与“early relative to reported size”联系起来?管理层没有明确说这些业务仍处于早期。他们提到“我们期望2018年改善”,但未说这些认可的业务贡献仍大部分在未来。 因此,可能答案为NO,因为管理层没有明确说这些认可的业务贡献仍大部分在未来。 但再考虑:管理层提到“我们期望2018年改善”,并提到Q7000是未来,但那是新资产。对于现有合同,他们已计入结果。 所以,我认为不符合“contribution is still mostly ahead”的条件。 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: On this call, does management describe that MORE THAN ONE INDEPENDENT OUTSIDE PARTY has RECENTLY put something real of its own behind this company — money, orders, capacity, reputation, approval, or partnership — in ways that are costly for those parties to reverse, AND does management treat this convergence of outside endorsement as validating a trajectory whose contribution is still mostly ahead of the reported results? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent pattern: at least two genuinely separate outside parties or party groups — for example a major customer committing or expanding, a partner dedicating its own resources, an institution granting approval or admission, a sophisticated investor or strategic party putting capital in, a large counterparty designating or specifying the company, or distributors and channel members stocking up with their own money — have each, within roughly the recent few quarters, taken concrete actions (signed, ordered, paid, deployed, approved, invested, committed) rather than expressed interest, AND management connects these endorsements to real current activity while conveying that the business they imply is early relative to the company's reported size. The parties must be independent of each other, and the actions must be done or in motion, not negotiated or hoped for. Answer NO if only one outside party's action is described, however large. NO if the endorsements are letters of intent, pilots without commitment, discussions, pipeline, or routine renewals at customary scale. NO if the outside actions are already fully reflected in the reported results. NO if the validation is generic ('we work with leading companies') without concrete recent actions. NO if the parties' actions are chiefly rescue financing or balance-sheet repair. NO if the convergence appears only in an analyst's question that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
MMLP Martin Midstream Partners L.P. Q2 2024 2024-07-18 B
CRGO Freightos Limited Q1 2024 2024-05-20 C+
ERO Ero Copper Corp. Q1 2024 2024-05-10 A
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
DUOT Duos Technologies Group, Inc. Q4 2023 2024-04-01 F
ASM Avino Silver & Gold Mines Ltd. Q4 2023 2024-03-21 C+
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
GIII G-III Apparel Group, Ltd. Q4 2024 2024-03-14 C
NICE NICE Ltd. Q4 2023 2024-02-22 B+
HP Helmerich & Payne, Inc. Q1 2024 2024-01-30 C
EMKR EMCORE Corporation Q4 2023 2023-12-12 C+
BRBR BellRing Brands, Inc. Q4 2023 2023-11-21 B+
ICCM IceCure Medical Ltd Q3 2023 2023-11-15 D
AIRG Airgain, Inc. Q3 2023 2023-11-09 F
EFXT Enerflex Ltd. Q3 2023 2023-11-09 C+
NVAX Novavax, Inc. Q3 2023 2023-11-09 F
SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
QTRX Quanterix Corporation Q3 2023 2023-11-07 B
AEP American Electric Power Company, Inc. Q3 2023 2023-11-02 C+
APAM Artisan Partners Asset Management Inc. Q3 2023 2023-11-01 C+
DXLG Destination XL Group, Inc. Q2 2023 2023-08-24 D
KMDA Kamada Ltd. Q2 2023 2023-08-16 B+
APPS Digital Turbine, Inc. Q1 2024 2023-08-08 D
SITM SiTime Corporation Q2 2023 2023-08-02 C+
MBLY Mobileye Global Inc. Q2 2023 2023-07-28 B+
IMAX IMAX Corporation Q2 2023 2023-07-26 B+
GVP GSE Systems, Inc. Q1 2023 2023-05-15 D
PFIE Profire Energy, Inc. Q1 2023 2023-05-13 B
SPIR Spire Global, Inc. Q1 2023 2023-05-10 B
INGN Inogen, Inc. Q1 2023 2023-05-05 F
BRX Brixmor Property Group Inc. Q1 2023 2023-05-02 A
CRBG Corebridge Financial, Inc. Q4 2022 2023-02-22 B
TOST Toast, Inc. Q4 2022 2023-02-16 C+
ADPT Adaptive Biotechnologies Corporation Q4 2022 2023-02-14 C+
PI Impinj, Inc. Q4 2022 2023-02-08 B+
ARWR Arrowhead Pharmaceuticals, Inc. Q4 2022 2022-11-28 D
CUE Cue Biopharma, Inc. Q3 2022 2022-11-14 D
BLZE Backblaze, Inc. Q3 2022 2022-11-11 D
ICL ICL Group Ltd Q3 2022 2022-11-09 B+
SIBN SI-BONE, Inc. Q3 2022 2022-11-07 C+
MEC Mayville Engineering Company, Inc. Q3 2022 2022-11-05 B+
SYY Sysco Corporation Q1 2023 2022-11-01 C+
AWRE Aware, Inc. Q3 2022 2022-10-30 F
EVGO EVgo, Inc. Q2 2022 2022-08-09 C+
DM Desktop Metal, Inc. Q2 2022 2022-08-08 F
FLR Fluor Corporation Q2 2022 2022-08-05 D
CRL Charles River Laboratories International Q2 2022 2022-08-03 C
SYM Symbotic Inc. Q3 2022 2022-08-01 B+
OGI OrganiGram Holdings Inc. Q3 2022 2022-07-14 B+
FLYW Flywire Corporation Q1 2022 2022-05-14 B+
ZVIA Zevia PBC Q1 2022 2022-05-12 B
VNRX VolitionRx Limited Q1 2022 2022-05-12 F
OPK OPKO Health, Inc. Q1 2022 2022-05-09 D
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
SOPH SOPHiA GENETICS SA Q4 2021 2022-03-15 C
CDXC ChromaDex Corporation Q4 2021 2022-03-09 C+
KD Kyndryl Holdings, Inc. Q4 2021 2022-03-01 C+
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
GTES Gates Industrial Corporation plc Q4 2021 2022-02-07 C+
OOMA Ooma, Inc. Q3 2022 2021-12-02 B+
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
BFI BurgerFi International, Inc. Q3 2021 2021-11-12 C
ALHC Alignment Healthcare, Inc. Q3 2021 2021-11-06 B+
CYBR CyberArk Software Ltd. Q3 2021 2021-11-04 B+
WMB The Williams Companies, Inc. Q3 2021 2021-11-02 B
ASAN Asana, Inc. Q2 2022 2021-09-01 B+
LOPE Grand Canyon Education, Inc. Q2 2021 2021-08-08 C
UFI Unifi, Inc. Q4 2021 2021-08-07 B
CRS Carpenter Technology Corporation Q4 2021 2021-08-01 A
EHTH eHealth, Inc. Q2 2021 2021-07-29 F
TENB Tenable Holdings, Inc. Q2 2021 2021-07-27 A
ADSK Autodesk, Inc. Q3 2019 2018-11-20 A
ALB Albemarle Corporation Q3 2018 2018-11-08 B
T AT&T Inc. Q3 2018 2018-10-24 C+
PRIM Primoris Services Corporation Q2 2018 2018-08-11 C+
YUM Yum! Brands, Inc. Q2 2018 2018-08-02 C
XOM Exxon Mobil Corporation Q2 2018 2018-07-27 C
MKC McCormick & Company, Incorporated Q2 2018 2018-06-28 C+
HPE Hewlett Packard Enterprise Company Q2 2018 2018-05-22 B+
ILMN Illumina, Inc. Q1 2018 2018-04-24 A
ACHC Acadia Healthcare Company, Inc. Q4 2017 2018-02-22 C+
EPAM EPAM Systems, Inc. Q4 2017 2018-02-16 B
INST Instructure's Q4 2017 2018-02-12 B+
UNH UnitedHealth Group Incorporated Q4 2017 2018-01-16 A
CPK Chesapeake Utilities Corporation Q3 2017 2017-11-10 A
MITK Mitek Systems, Inc. Q4 2017 2017-11-07 C+
MKTX MarketAxess Holdings Inc. Q3 2017 2017-10-25 C+
HSTM HealthStream, Inc. Q3 2017 2017-10-24 C
GNTX Gentex Corporation Q3 2017 2017-10-20 B
MXL MaxLinear, Inc. Q2 2017 2017-08-08 C+
CNS Cohen & Steers, Inc. Q2 2017 2017-07-20 B
PTC PTC Inc. Q3 2017 2017-07-19 C+
PLAB Photronics, Inc. Q2 2017 2017-05-17 C+
IONS Ionis Pharmaceuticals, Inc. Q1 2017 2017-05-09 C
BP BP p.l.c. Q4 2016 2017-02-07 B+
WYY WidePoint Corporation Q3 2016 2016-11-09 D
TGI Triumph Group, Inc. Q2 2017 2016-11-03 C+
NTCT NetScout Systems, Inc. Q2 2017 2016-10-27 D
ARAY Accuray Incorporated Q4 2016 2016-08-17 B
GES Guess?, Inc. Q1 2017 2016-05-25 F
GOGO Gogo Inc. Q1 2016 2016-05-06 C+
SPR Spirit AeroSystems Holdings, Inc. Q1 2016 2016-04-29 D
ACCO ACCO Brands Corporation Q1 2016 2016-04-27 B+
WK Workiva Inc. Q4 2015 2016-03-01 B
HPP Hudson Pacific Properties, Inc. Q4 2015 2016-02-25 C
ENLC EnLink Midstream, LLC Q4 2015 2016-02-17 C+
JJSF J&J Snack Foods Corp. Q1 2016 2016-01-26 C

How the model reasoned

DUOT · Q4 2023 → YESThe question is: Does management describe that MORE THAN ONE INDEPENDENT OUTSIDE PARTY has RECENTLY put something real of its own behind this company — money, orders, capacity, reputation, approval, o...NO The transcript mentions new AI subscription and support services contracts with two major railroads, which are concrete recent actions by two independent outside parties. However, management describes these as "just the beginning," indicating that the business implied is early relative to the company's reported size. This meets the criteria for YES under the specific conditions provided but the overall context of poor financials and the need for capital infusion suggests the actions may not fully align with the "validating a trajectory whose contribution is still mostly ahead" aspect in a way that overrides the NO criteria for rescue financing or balance-sheet repair. The patent grant is an approval but not a party putting money or orders behind the company in the required sense. Partnerships with Dell and NVIDIA are strengthened but not new concrete actions costing to reverse. Thus, the answer is NO.
TENB · Q2 2021 → YESThe question is about whether management describes more than one independent outside party recently putting something real behind the company, and treating this as validating a trajectory still mostly...YES The transcript shows management describing multiple independent outside parties taking concrete recent actions that validate the company's trajectory as still early relative to reported results. Specifically, NIST selected Tenable as one of 18 technologies for its Zero Trust initiative, granting formal approval and admission. Separately, the company entered a $375 million credit agreement with lenders to support growth, providing capital backing. These actions—approval and investment—are treated by management as endorsements of the business's early-stage potential, with references to ongoing deployments and pipeline activity in areas like OT and AD that exceed the current reported size. The parties are independent, and the actions are recent and in motion rather than reflective of fully realized results.
CRGO · Q1 2024 → YESThe question is: Does management describe that MORE THAN ONE INDEPENDENT OUTSIDE PARTY has RECENTLY put something real of its own behind this company — money, orders, capacity, reputation, approval, o...NO The transcript describes partnerships or expansions with United Airlines, Delta Cargo, Singapore Airlines, and Fits Cargo, but these are presented as ongoing or expanding relationships rather than new, concrete recent actions from multiple independent parties that validate an early-stage trajectory. The United Airlines example is a specific commitment to build a portal, yet the 49 carrier sellers and new additions are framed as rollouts already reflected in results, with pipeline mentions indicating future activity. Management connects these to growth but does not clearly treat the convergence as validating a trajectory mostly ahead of reported results in a way that meets the criteria for multiple independent endorsements with costly commitments.

More from the question bank

The bottleneck is inside and being paid awayProfit machinery upgraded while volume stillRepeat pull from proven relationships plus rSkeptical premise dismantled with receiptsSmall company, disproportionate current winsNew chapter with early proofAll questions →
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.