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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

Tuniu Corporation (TOUR) — this company's answers

NO on the Q4 2017 call 2018-03-14 D
The model's full reasoning — Q4 2017 call → NO我们根据提供的财报电话会议记录来判断。问题要求:管理层的叙述是否基于几个小而具体的、可单独识别的近期事件,并且管理层明确将这些事件视为更广泛改进的领先指标,且该改进仍处于早期阶段。 检查记录内容: - 管理层提到了多个具体举措:开设线下零售店、本地旅行社(local tour operators)在12个国内目的地和2个国际目的地、忠诚度计划改进、企业客户TMC服务增长超过200%等。 - 具体数字:第四季度重复客户贡献GMV超过68%(对比2016年第四季度不到50%);2017年本地旅行社售出超过60万次旅行;直接采购占GMV的40%等。 - 这些是具体事件吗?线下零售店是具体开设的,本地旅行社是具体运营的,忠诚度计划是改进的,企业客户是增长的。但这些都是概括性的描述,没有具体到某个特定门店、某个特定客户或某个特定产品。例如,没有说“我们在X城市开了第一家店,开业首月销售额达到Y”这样的具体细节。管理层提到“我们自己的本地旅行社在12个国内目的地和2个国际目的地”,但这是数量,不是具体事件。提到“超过60万次旅行”是总量,不是单个事件。 - 另外,管理层提到“2017年第四季度,我们继续提高整体运营效率”,但这是总体。 - 关于“领先指标”和“早期阶段”:管理层说“2017年只是我们本地旅行社计划的开始,还有很多增长空间”,这确实表明是早期。但问题要求的是“几个小而具体的、可单独识别的近期事件”,而这里的事件更像是战略举措的总结,而不是具体的操作级事实。 检查是否有至少三个不同的、可识别的近期事件: - 线下零售店:但描述是“我们开设了线下零售店”,没有具体到某个店。 - 本地旅行社:提到在12个国内和2个国际目的地,但这是数量,不是具体事件。 - 忠诚度计划:提到改进,但无具体。 - 企业客户TMC服务:增长超过200%,但无具体客户。 - 这些更像是类别,而不是具体事件。例如,没有说“我们在厦门开设了第一家本地旅行社,它处理了X个订单”这样的细节。 因此,我认为管理层没有提供多个具体的、可单独识别的近期事件。他们提供的是总体数据和战略描述。所以答案应为NO。 另外,管理层确实将一些举措视为早期,但缺乏具体事件支撑。 因此,回答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.