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More where that came from

More where that came from: a concrete gain just landed, and the same engine that produced it is visibly loaded with the

Calls Tested
391
Answered YES
88
Hit Rate
22.5%
rare by design

Gulfport Energy Corporation (GPOR) — this company's answers

NO on the Q4 2016 call 2017-02-14 A
The model's full reasoning — Q4 2016 call → NO我们根据提供的财报电话会议记录来判断。问题要求判断管理层是否在同一业务部分描述了(1)一个具体的、刚刚实现的收益,以及(2)同一来源已经可见地有更多业务在形成,且管理层将近期收益视为这一序列的早期部分。 在电话会议中,管理层讨论了多个方面,包括Utica和SCOOP的运营。我们需要找到同一业务部分中同时满足两个条件的描述。 例如,关于Utica的钻井效率:Rob Jones提到2016年钻了50口井,平均钻机释放时间23.5天,比2015年减少14%,第四季度平均20.7天。同时,他们计划在2017年继续提高效率,并提到批钻等举措。但这是否是“具体收益”和“更多业务形成”的同一来源?这里更多是效率提升,而不是新业务或产量增长。 关于SCOOP:管理层提到收购了SCOOP资产,并计划在2017年进行开发。但这是新收购,不是“近期实现的收益”的延续。 更关键的是,问题要求“同一部分业务”中,管理层描述了一个具体的、刚刚实现的收益,并且同一来源已经有更多业务在形成。例如,在Utica,他们提到了2016年的产量增长和效率提升,但2017年的计划是增加活动,这可能是延续。但管理层是否明确将2016年的成果视为早期部分,并指出后续已经形成? 让我们仔细看:在Utica部分,Rob Jones提到2016年钻了50口井,效率提高,并说“我们仍然有空间提高效率”,并计划在2017年继续。但这是否是“具体收益”和“更多业务”的同一来源?可能,但管理层没有明确说“近期收益是早期部分,后续已经形成”,而是说计划继续。 在SCOOP部分,管理层提到收购了资产,并计划在2017年开发,但这是新开始,不是“近期实现的收益”的延续。 另一个可能:关于产量增长,2016年产量增长32%,但这是全年结果,不是“近期”的。 问题要求“在近期期间,公司实际实现了具体的、真正的步骤前进”,并且“同一来源已经有可识别的进一步业务在形成”。在电话会议中,管理层提到了2016年的成就,但2017年的计划是增加活动,这可以视为后续。但管理层是否将2016年的成就视为早期部分?例如,在Utica,他们提到2016年钻了50口井,效率提高,并计划2017年钻87-97口井,这可以视为同一来源的更多业务。但这是否是“已经形成”的?计划是明确的,但“已经形成”可能指已经承诺或正在进行的。管理层说“我们目前有六台高规格钻机在运行,锁定在2017年剩余时间的有利费率”,这表示活动正在进行。所以,Utica的钻井活动是持续进行的,2016年的效率提升是具体收益,2017年计划更多井是后续。 但问题要求“同一部分业务”中,管理层描述了一个具体的、刚刚实现的收益,并且同一来源已经有更多业务在形成。在Utica,2016年的效率提升和产量增长是具体收益,2017年计划增加活动是后续。但管理层是否明确将2016年视为早期部分?他们提到“我们继续专注于提高效率”,并计划增加活动,这可以视为。 然而,更严格地看,问题要求“具体收益”是“刚刚实现的”,比如新业务、新客户、新产量等。在电话会议中,管理层提到了2016年的产量增长和效率提升,但这是全年结果,不是“近期”的。他们提到了第四季度的效率,但那是过去。 另一个可能:关于SCOOP,他们收购了资产,这是具体事件,但那是收购,不是“收益”的延续。 或许关于NGL价格,他们提到2016年NGL价格高于预期,但那是价格,不是业务。 我认为最接近的是Utica的钻井效率提升和计划增加活动,但管理层没有明确说“近期收益是早期部分,后续已经形成”,而是说计划继续。 此外,问题要求“同一来源”的“更多业务”是“已经形成”的,比如已经承诺的订单或正在进行的活动。在Utica,他们计划2017年钻87-97口井,这是计划,但计划是已经确定的,且钻机已经锁定,所以可以视为已经形成。但管理层是否将2016年的效率提升视为早期部分?他们提到“我们仍然有空间提高效率”,这暗示后续。 但更关键的是,问题要求“管理层将近期收益视为早期部分”,即他们明确表示近期收益是序列的开始。在电话会议中,管理层没有明确这样说,而是将2016年作为成就,2017年作为计划。 另一个角度:关于SCOOP,他们提到“我们计划在2017年立即增加砂量并开始实施我们的基础Utica设计”,这是计划,不是已经形成的。 我认为没有明确满足两个条件的描述。管理层报告了2016年的成就,但2017年的计划是未来的,不是“已经形成”的。虽然计划是具体的,但“已经形成”可能指已经承诺的订单或正在进行的活动,而计划本身是承诺,但管理层没有说“已经形成”,而是说“计划”。 此外,问题要求“同一部分业务”中,管理层描述了一个具体的、刚刚实现的收益,并且同一来源已经有更多业务在形成。在Utica,2016年的产量增长是具体收益,但2017年的计划是增加活动,但管理层没有明确说“近期收益是早期部分”,而是说“我们计划增加活动”。 我认为答案应为NO,因为管理层没有明确将近期收益视为早期部分,且后续更多是计划而非已经形成的业务。 但让我们再仔细看:在Utica部分,Rob Jones说“我们仍然有空间提高效率”,并提到批钻等,这暗示后续。但这是否是“已经形成”的?他们计划在2017年使用这些方法,但那是计划。 在SCOOP部分,他们计划测试新层位,但那是计划。 因此,我认为没有满足条件。 答案: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 BOTH of the following about the SAME part of the business, as one connected story told in its own words? (1) A CONCRETE GAIN THAT JUST LANDED. In the recent period, the company actually achieved a specific, real step forward — in whatever form fits the business, such as meaningful new business won or delivered, a product or location now generating real sales, a customer relationship that materially expanded, output or activity that stepped up, or a capability that began producing — described as something that genuinely happened, not a plan, pipeline, or hope. (2) THE SAME SOURCE IS VISIBLY LOADED WITH MORE. Management indicates that the very same source that produced that gain — the same customers, product, offering, facility, market, or motion — already has identifiable further business forming behind it NOW: for example, the same customers taking or requesting more, additional deals or orders of the same kind already in hand or actively closing, the same facility or offering ramping toward fuller levels, or the next installments of the same win already scheduled or underway. The continuation must be grounded in things management says are already happening or already committed — not merely a big market, general optimism, or a forecast — and management should treat the recent gain as an EARLY installment of this sequence rather than its completion. Answer YES when both halves are present and connected: something real was just achieved, and management points to the next round from that same engine already forming, so the reported results understate what that engine is already producing. The industry, the type of gain, and the form of the follow-on may vary widely. Answer NO if the call reports strength or wins without pointing to identifiable further business already forming from the same source. NO if the follow-on is expressed only as market opportunity, pipeline hopes, confidence, or guidance without concrete continuation already in motion. NO if the recent gain is itself only a plan, pilot without results, or contingent event. NO if management presents the recent gain as substantially complete, one-time, or already fully reflected, with nothing of the same kind still coming. NO if the gain and the continuation concern unrelated parts of the business rather than one engine. NO if the story is routine seasonal or business-as-usual cadence that management does not treat as building beyond the company's normal level. NO if the connection 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
MCD McDonald's Corporation Q2 2024 2024-07-29 D
ASO Academy Sports and Outdoors, Inc. Q1 2024 2024-06-11 C+
ERO Ero Copper Corp. Q1 2024 2024-05-10 A
FWONK Formula One Group Q1 2024 2024-05-08 C+
LINC Lincoln Educational Services Corporation Q1 2024 2024-05-06 B+
CTRA Coterra Energy Inc. Q1 2024 2024-05-03 A
CW Curtiss-Wright Corporation Q1 2024 2024-05-02 B+
TTI TETRA Technologies, Inc. Q1 2024 2024-05-01 A
WEC WEC Energy Group, Inc. Q1 2024 2024-05-01 A
PDS Precision Drilling Corporation Q1 2024 2024-04-25 B
GIII G-III Apparel Group, Ltd. Q4 2024 2024-03-14 C
MNKD MannKind Corporation Q4 2023 2024-02-27 C
PUMP ProPetro Holding Corp. Q4 2023 2024-02-21 C+
DXCM DexCom, Inc. Q4 2023 2024-02-08 B+
AEP American Electric Power Company, Inc. Q3 2023 2023-11-02 C+
TEL TE Connectivity Ltd. Q4 2023 2023-11-01 B
OXM Oxford Industries, Inc. Q2 2023 2023-08-31 C
AFL Aflac Incorporated Q2 2023 2023-08-02 C+
ET Energy Transfer LP Q2 2023 2023-08-02 C+
DAL Delta Air Lines, Inc. Q2 2023 2023-07-13 A
TACT TransAct Technologies Incorporated Q4 2022 2023-03-08 A
DKS DICK'S Sporting Goods, Inc. Q4 2022 2023-03-07 B
TWLO Twilio Inc. Q4 2022 2023-02-15 D
MEC Mayville Engineering Company, Inc. Q3 2022 2022-11-05 B+
HLNE Hamilton Lane Incorporated Q1 2023 2022-08-02 C+
SGRY Surgery Partners, Inc. Q2 2022 2022-08-02 B+
OGI OrganiGram Holdings Inc. Q3 2022 2022-07-14 B+
ZVIA Zevia PBC Q1 2022 2022-05-12 B
BFIN BankFinancial Corporation Q1 2022 2022-05-06 A
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
FAT FAT Brands Inc. Q4 2021 2022-03-21 F
VNDA Vanda Pharmaceuticals Inc. Q4 2021 2022-02-23 F
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
SLQT SelectQuote, Inc. Q2 2022 2022-02-07 F
OOMA Ooma, Inc. Q3 2022 2021-12-02 B+
BFI BurgerFi International, Inc. Q3 2021 2021-11-12 C
HNRG Hallador Energy Company Q3 2021 2021-11-09 C+
LEG Leggett & Platt, Incorporated Q3 2021 2021-11-02 C
CPRX Catalyst Pharmaceuticals, Inc. Q2 2021 2021-08-10 C+
LOPE Grand Canyon Education, Inc. Q2 2021 2021-08-08 C
GNK Genco Shipping & Trading Limited Q2 2021 2021-08-07 A
ESRT Empire State Realty Trust, Inc. Q2 2021 2021-07-29 C+
CMTL Comtech Telecommunications Corp. Q1 2019 2018-12-07 B+
ADSK Autodesk, Inc. Q3 2019 2018-11-20 A
WES Western Midstream Partners, LP Q3 2018 2018-10-31 D
MAS Masco Corporation Q3 2018 2018-10-30 C
ALKS Alkermes plc Q3 2018 2018-10-23 C
PRIM Primoris Services Corporation Q2 2018 2018-08-11 C+
SRDX Surmodics, Inc. Q3 2018 2018-08-06 A
IRT Independence Realty Trust, Inc. Q2 2018 2018-08-02 B
XOM Exxon Mobil Corporation Q2 2018 2018-07-27 C
KIM Kimco Realty Corporation Q2 2018 2018-07-26 B+
ROP Roper Technologies, Inc. Q2 2018 2018-07-26 A
CP Canadian Pacific Railway Limited Q2 2018 2018-07-19 B+
MKC McCormick & Company, Incorporated Q2 2018 2018-06-28 C+
CLMT Calumet Specialty Products Partners, L.P Q1 2018 2018-05-16 C+
FSS Federal Signal Corporation Q1 2018 2018-05-12 A
KRG Kite Realty Group Trust Q1 2018 2018-04-26 C+
ATI Allegheny Technologies Incorporated Q1 2018 2018-04-24 B
ACHC Acadia Healthcare Company, Inc. Q4 2017 2018-02-22 C+
AVT Avnet, Inc. Q2 2018 2018-01-25 B
RACE Ferrari N.V. Q3 2017 2017-11-02 C+
IR Ingersoll-Rand Plc Q3 2017 2017-10-25 B
LIND Lindblad Expeditions Holdings, Inc. Q2 2017 2017-08-06 C
FLEX Flex Ltd. Q1 2018 2017-07-28 F
LEA Lear Corporation Q2 2017 2017-07-26 B+
CNS Cohen & Steers, Inc. Q2 2017 2017-07-20 B
PLAB Photronics, Inc. Q2 2017 2017-05-17 C+
IONS Ionis Pharmaceuticals, Inc. Q1 2017 2017-05-09 C
ABR Arbor Realty Trust, Inc. Q4 2016 2017-03-03 B+
PSX Phillips 66 Q4 2016 2017-02-03 C+
ULBI Ultralife Corporation Q3 2016 2016-10-29 C+
MAT Mattel, Inc. Q3 2016 2016-10-19 C
NDSN Nordson Corporation Q3 2016 2016-08-23 A
NWSA News Corporation Q2 2016 2016-08-08 C+
CGNX Cognex Corporation Q2 2016 2016-08-01 A
THRM Gentherm Incorporated Q2 2016 2016-07-28 C+
TRV The Travelers Companies, Inc. Q2 2016 2016-07-21 C+
GIS General Mills, Inc. Q4 2016 2016-06-29 B+
GES Guess?, Inc. Q1 2017 2016-05-25 F
LBTYK Liberty Global's Q1 2016 2016-05-10 C+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+
ACCO ACCO Brands Corporation Q1 2016 2016-04-27 B+
DD DuPont de Nemours, Inc. Q1 2016 2016-04-26 B+
HPP Hudson Pacific Properties, Inc. Q4 2015 2016-02-25 C
SON Sonoco Products Company Q4 2015 2016-02-11 B
SAN Banco Santander, S.A. Q4 2015 2016-01-27 B
JJSF J&J Snack Foods Corp. Q1 2016 2016-01-26 C

How the model reasoned

ROP · Q2 2018 → YESThe question asks if management describes BOTH a concrete gain that just landed AND that the same source is visibly loaded with more, as one connected story. YES The transcript connects the two elements directly in the RF Technology segment discussion. Management describes concrete recent gains from Deltek (large wins, increased seats, net new customers) and the freight matching business (significant adds in net subscribers, benefiting from exceptional spot market with expectation the trend will continue). These are presented as part of the same software and network businesses that will deliver strong growth in the second half, with the recent quarter's results framed as an early installment of ongoing momentum rather than a one-off or completed event. The tolling and traffic customer service centers portion also ties recent double-digit growth and "winning more and more business" to 75% of the segment's RF/software focus, where the same competitive advantage is expected to drive continued performance. This forms one connected story across the RF segment's software and network engines. The other segments (PowerPlan, Industrial, Energy, Medical) discuss gains and potential follow-on but do not link them as tightly to 100% of the same source in the same way. The backlog in Scientific Imaging is a secondary example but is not the primary match. The answer is YES because the transcript treats these as building beyond the reported quarter from the same engines.
CW · Q1 2024 → YESThe question asks if management describes BOTH a concrete gain that just landed AND that the same source is visibly loaded with more, as one connected story. YES The transcript connects the two halves in one story: the concrete Q1 win (first US Air Force order for tactical communications equipment) is presented as the start of a broader expansion of the same product line and customer base, with management immediately noting that the same source (PacStar) is already positioned to deliver more — “early days what we’ll realize in that area” and “we are really excited to expand that out from the army and the marines to now be able to work with the air force as a customer.” The follow-on is grounded in the just-closed order and the ongoing relationship, not market optimism or guidance. The 31% sales growth and 1.4x book-to-bill in Defense Electronics reinforce the same engine, but the Air Force win is the specific “just landed” event tied directly to the visible continuation. No other part of the business (WSC acquisition, Naval contract, etc.) meets both criteria as cleanly.
AFL · Q2 2023 → YESThe question asks if management describes BOTH a concrete gain that just landed AND that the same source is visibly loaded with more, as one connected story. YES The transcript connects the concrete gain (60% cancer sales increase, majority from Japan Post launch in early April) directly to the same source having more already forming: Fred notes continuation of upside in Japan Post with gradual increase expected; Yoshizumi describes ongoing trainings, monthly management of processes, and support leading to steady sales growth; Koide confirms the product is now in all channels and sales are active, with gradual increase going forward as part of the sequence. This frames the recent gain as an early installment rather than completion. The follow-on is grounded in actions already underway (trainings since January, monthly issue-solving), not just market optimism or forecasts. No other section meets both criteria as tightly.

More from the question bank

Cost of being wrong just collapsedSame asset, new useWhole company hinges on one thing already inFirst domino, named next dominoesInformed outsiders doubling downSecond source of growth quietly turning onAll 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.