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Ground-level proof points accumulating

Ground-level proof points accumulating: management narrates several small, named, recent wins and treats them as the lea

Calls Tested
322
Answered YES
8
Hit Rate
2.5%
rare by design

Green Plains Inc. (GPRE) — this company's answers

NO on the Q4 2023 call 2024-02-07 F
The model's full reasoning — Q4 2023 call → NO我们根据提供的财报电话会议记录,判断管理层的叙述是否包含多个具体、可识别的近期事件,并将这些事件视为更广泛、仍处于早期阶段的改进的前沿。 首先,寻找具体事件: 1. 第四季度超高产蛋白产量创历史新高,玉米油产量创历史新高(但这是总体指标,不是具体事件)。 2. 在Wood River工厂以商业规模生产60%蛋白,并开始向早期采用者发货(这是具体事件)。 3. 与Fluid Quip和Shell合作的York工厂即将启动(但这是未来计划,不是已发生事件)。 4. 清洁糖(Clean Sugar)在Shenandoah工厂开始调试,预计第二季度初交付(这是正在进行的事件,但尚未完成)。 5. 收购Green Plains Partners完成(这是公司行动,不是运营事件)。 6. 在Nebraska的碳捕获项目进展(但这是未来计划)。 具体已发生的事件:60%蛋白的商业运行和销售,以及清洁糖的调试(但调试是过程,不是完成)。还有第四季度蛋白销售和玉米油产量,但那是总体数据。 管理层明确提到:“第四季度是我们迄今为止最强的50%蛋白生产和销售季度”,但这是总体。具体事件:在Wood River生产60%蛋白并开始销售。还有“我们刚刚开始向一些早期采用者发货一些数量”。这是具体事件。 另外,关于清洁糖,管理层说“我们正在开始调试我们的第一个商业规模的清洁糖技术系统”,但尚未交付。这算计划还是已发生?调试是正在进行,但未完成。 还有关于Tharaldson合资企业“开始调试”,但未开始生产。 所以,已发生的具体事件:60%蛋白的商业销售(开始发货),以及可能还有清洁糖的调试(但未完成)。还有玉米油产量创纪录,但那是总体。 另外,管理层提到“我们完成了商业运行60%蛋白”,这是具体事件。 还有“我们开始销售60%蛋白到欧洲、中东和亚洲”,这是具体事件。 但这些都是围绕60%蛋白的,可能算一个事件的不同方面。 另外,关于碳捕获,没有具体事件。 所以,可能只有一两个具体事件,不足三个。 再看管理层是否将这些事件连接成更广泛的模式。管理层说:“我们正在接近并越来越接近我们几年前设定的目标。”但具体事件很少。 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's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from inside the business, each one identifiable on its own — AND does management explicitly treat these accumulating episodes as the LEADING EDGE of a broader improvement that is still early? Answer YES when BOTH halves come through in management's own words, in whatever form fits the business: (1) AT LEAST THREE DISTINCT, NAMED OR INDIVIDUALLY IDENTIFIABLE EPISODES FROM THE RECENT PERIOD. Management recounts multiple separate ground-level events that actually happened recently — each described specifically enough that a listener could tell the episodes apart and could later check them. The episodes may take whatever form fits the industry: a particular customer, account, or partner that signed, reordered, expanded, or went live; a particular site, store, plant, line, rig, clinic, or facility that opened, hit a milestone, or reached a new performance level; a particular product, program, or offering that shipped its first units, won its first placements, or crossed a threshold; a particular region, channel, or contract that turned on or stepped up. What matters is the GRANULARITY and RECENCY: these are individually small, freshly occurred, operator-level facts — the kind of detail only people close to the business would narrate — not aggregate results, percentages, themes, or claims like "demand was strong across the board." (2) MANAGEMENT ITSELF CONNECTS THE EPISODES INTO A BUILDING PATTERN THAT IS STILL EARLY. Management explicitly draws the line from these individual episodes to a larger developing trajectory — conveying, in its own voice, that these wins are instances of the same underlying thing, that more of the same kind are already forming or arriving, and that the pattern's contribution to reported results is only beginning, so most of it lies ahead. The generalization must be management's own act, grounded in the recounted episodes — not a hope, a market-size claim, or an analyst's summary. Answer NO if the call's positive story is carried mainly by aggregates — overall growth rates, segment percentages, or general demand commentary — without several individually identifiable recent episodes. NO if fewer than three distinct episodes are described, or the episodes are really one event told from different angles. NO if the episodes are plans, pipeline items, letters of intent, or hoped-for events rather than things that already happened. NO if the episodes are the routine cadence this company always reports (its usual pace of customer additions, standard seasonal openings) and management does not present their accumulation as new or building. NO if management recounts the episodes but never itself connects them into a broader, still-early pattern with more arriving. NO if the episodes chiefly explain problems, or the call is mainly defense of weak results. NO if the pattern-framing appears only in an analyst's question or summary that management does not itself adopt. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
CRGO Freightos Limited Q1 2024 2024-05-20 C+
MBLY Mobileye Global Inc. Q2 2023 2023-07-28 B+
TOST Toast, Inc. Q4 2022 2023-02-16 C+
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
AU AngloGold Ashanti's Q2 2018 2018-08-20 B
MITK Mitek Systems, Inc. Q4 2017 2017-11-07 C+
TGI Triumph Group, Inc. Q2 2017 2016-11-03 C+
GOGO Gogo Inc. Q1 2016 2016-05-06 C+

How the model reasoned

AU · Q2 2018 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...YES The transcript shows multiple specific, recent operational episodes: Kibali’s underground ramp-up with automated ore handling system and vertical shaft integration; Iduapriem’s CIL tank conversion and grade/tonnage gains; Sunrise Dam’s Recovery Enhancement Project plus new mining strategies; Tropicana’s second 6-MW ball mill installation; Siguiri’s CIL circuit milestone; and 338 tracked Operational Excellence projects.
BXP · Q1 2022 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...YES The transcript shows multiple distinct, named episodes from the recent period: the 73,000 sq ft recapture/release at 77 CityPoint with a 15% rent increase and 7.
CRGO · Q1 2024 → YESThe question is: Does management's account of the just-reported period rest on SEVERAL SMALL, CONCRETE, GROUND-LEVEL WINS THAT IT NAMES AND DESCRIBES INDIVIDUALLY — specific recent episodes from insid...

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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.