TopicWhat the claim is about — a short phrase used to group claims across quarters
ThemeBroad strategic dimension (e.g. profitability, innovation, market expansion)
MetricThe primary financial or operational metric referenced (e.g. revenue, gross margin)
TemporalityTime direction: backward (completed fact), forward (expectation), current (ongoing trend), timeless (universal truth)
VerifiabilityHow checkable: quantitative (contains a number), event (binary outcome), qualitative (subjective)
SentimentDirectional sentiment: positive, negative, neutral, or mixed
CertaintyHow hedged: definitive (fact) → confident → moderate → tentative → speculative
MagnitudeInvestment-thesis impact: major (concrete number + newsworthy), moderate (one of the two), minor (neither). Derived from Has Number and Newsworthy flags.
Has NumberWhether the claim contains a specific number or quantified result
NewsworthyWhether this would appear in a financial news headline
DirectionComparison direction: improvement, decline, flat, mixed, or none
Time HorizonHow far forward: immediate (current quarter), near_term (1-2 Qs), medium_term (1-3 yrs), long_term (3+ yrs), unspecified
Analyst IntentWhat the analyst seeks (Q&A only): probing, challenging, confirming, seeking_detail, seeking_guidance
EntitiesTyped named entities — each has a type: person, company, product, technology, event, or other
SegmentsBusiness segments referenced (e.g. Data Center, Gaming)
SectorsIndustry sectors (GICS/NAICS standard names) — excludes company division names
RegionsGeographic regions explicitly referenced
NumbersSpecific figures extracted from the claim text
TimeTime references anchoring the claim to a period
BoilerplateWhether the claim is boilerplate/formulaic language (dimmed in transcript)
FeaturesSix independent dimensions used to classify each executive claim: time_reference — when does this refer to? (completed: past fact, forward: expectation/plan, ongoing: present trend). content_nature — what type of information? (financial_figure: revenue/margin/EPS, quantitative_fact: non-financial number, named_event: launch/partnership/milestone, external_fact: market/industry info, company_framing: strategy/positioning). comparison_type — is a comparison being made? (vs_named: against a named alternative, superlative: best/first/only claim, none). company_valence — how does this affect the company? (tailwind: positive, headwind: negative, neutral). has_causal_link — does this explain why a business outcome happened? (true / false). reports_financial_outcome — does this report an actual financial result or projection? (true / false). For analyst claims, a single feature: analyst_action (asking, restating, challenging, projecting, evaluating). Together, these features determine the claim type.