Glossary
Every label the extraction pipeline assigns — what it means, and how many slides in the corpus carry it. Click any row to see the slides of that category.
Slide types
The blame slide. Names a CEO, board chair, or auditor and details how their decisions destroyed value.
villain_critiqueCatch-all for slides that don't fit any defined type — check the description field for specifics.
otherManagement's own words from earnings calls or letters, juxtaposed with reality. Self-incrimination is the sharpest weapon.
ceo_quoteTarget benchmarked against 2–5 best-in-class peers on one metric. The canonical activist visual: "we lag X, and that gap = $Y of trapped value."
peer_gapA title-card between argument beats (e.g. "The Problem", "Our Solution"). Gives the reader narrative pacing.
section_dividerSnapshot of the target's key metrics today (revenue, margins, TSR, share price). Grounds the argument in current reality.
kpi_overviewSupporting tables and back-up numbers at the end of the deck.
appendix_dataLegal disclaimers, conflict-of-interest statements, short-position disclosures.
appendix_disclosureHinge slide that moves the argument forward — often just a provocative sentence on a clean background.
transitionEnumerated asks — sell this segment, replace that director, return capital, etc. The "what we want" slide.
demand_listDecomposes the target into segments and prices each one separately (trading comps, DCF, etc.) to reveal hidden value.
sop_buildupList of comparable M&A deals with multiples. Used to argue the target is undervalued relative to what acquirers have paid.
precedent_tableTitle page. The firm's branding, target company name, and date — sets the stage before any argument begins.
coverProposed director's CV. Appears in proxy-fight decks where the firm is nominating a board slate.
nominee_bioTwo- to four-bullet recap of the whole thesis. For skimmers — if they read only one slide, this is it.
executive_summaryThe climactic "here's what it should be worth" slide — the punchline of the analysis.
valuation_revealHistorical chronology of the target's decisions, incidents, or the activist's engagement with the company.
timelineOperational flowchart — manufacturing process, value chain, corporate structure. Rare outside complex industrials.
process_diagramOne-slide distillation of the entire argument: the single sentence an investor would remember. The most quoted slide in the deck.
thesis_headlineTechnical notes on how the numbers were computed. Transparency signal.
appendix_methodologyExplicit contrast: current trajectory vs. our proposed trajectory. Often a side-by-side or a dashed-line forecast.
before_afterRoad-map of the deck. Common in long decks (40+ pages) where the author wants to signal discipline and completeness up front.
table_of_contentsStand-alone legal page — rarer than appendix_disclosure.
disclaimerTarget vs. peers laid out in a table rather than a chart — used when the comparison spans multiple dimensions.
comparison_tableDecorative or repetitive — a pull-quote we've seen before, a firm-logo splash. Included for completeness but not load-bearing.
fillerThe opening beat of the Situation–Complication–Question–Answer structure. Sets the baseline state of affairs.
scqa_situation"They might say X, but here's why that's wrong." Activists address counter-arguments head-on rather than ignoring them.
preempt_rebuttalThe turning-point question the deck is committing to answer.
scqa_questionMechanical detail of what the activist wants the board or market to do — not just "return capital" but "$5B buyback at $X".
propose_solutionFinal call to action: vote yes, sell the segment, replace the chair. Usually the last content slide before appendix.
closing_askThe thing that went wrong. The moment the argument says "but…"
scqa_complicationMatrix of outcomes across cases. Similar to valuation_table but often for operating scenarios rather than share price.
scenario_tableStand-alone contradiction exhibit — a claim + contrary evidence, side by side.
expose_contradictionMulti-scenario table (bear / base / bull) showing per-share value under each case.
valuation_tableStrategic-consulting-style quadrant. Rare in financial decks but used for positioning arguments.
matrix_2x2Early framing pages — mission, firm background, author credentials, or thesis preview. Bridges the cover into the argument.
front_matterResolution of the SCQA arc — the activist's proposed fix.
scqa_answerReference to a prior activist campaign or M&A outcome used as an analogue.
cite_precedentGeneric appendix section (when the type isn't specifically data/methodology/disclosure).
appendixAlternate label for sop_buildup (extraction artifact — same meaning).
sop_buil_buildupNarrative functions
The single most common rhetorical move. Management said X; reality shows Y. 24% of slides in the corpus do this.
expose_contradictionAssign the problem to a specific person or group. The activist's signature: the target is someone, not a stock.
name_villainIdentify and quantify what's broken. Not yet assigning blame — that's a different function.
diagnose_problemSupporting material relegated to the back — legal, methodology, back-up tables.
appendixShow target lagging peers / benchmark. The grammar: "below", "despite", "versus peers".
expose_gapNarrative pacing — moves the reader from one beat to the next.
transitionGive the reader the situational background — industry dynamics, company size, history.
establish_contextNon-argumentative opening material — cover, author, agenda, ToC.
front_matterSet up the argument's emotional frame — this is where the rhetorical stance is chosen.
frame_situationPut a number on the upside. "$X per share, 300% upside" — the activist has to be specific.
quantify_opportunityReference prior campaigns or M&A deals. Social proof for the proposed remedy.
cite_precedentExplicit ask. Replace directors, sell segment, return capital, hire banker.
state_demandSide-by-side with 2–5 comparable companies. Often a chart, sometimes a table.
compare_peersBreak the target into parts, price each separately. The structural basis for sum-of-parts theses.
decompose_segmentsPresent proposed directors — their bios, their credentials, why they're the fix.
introduce_nomineesThe activist's prescription. Pure short-sellers have 0% propose_solution — they're not fixing, they're exposing.
propose_solutionWalk from current price to target price via specific catalysts — a waterfall of levers.
show_valuation_bridgeAddress the counter-argument before the reader thinks of it. Rhetorical judo.
preempt_rebuttalLow-signal content — retained for completeness but not carrying the argument.
fillerFinal imperative: vote, divest, replace. The last thing the deck says.
closing_askRare variant of diagnose_problem (extraction artifact).
expose_problemVisual elements
The slide's main claim — usually one sentence at the top. 71% of slides have one.
headline_textBlock of prose — the "let me tell you" mode. 46% of slides have one.
paragraphSource attribution at the bottom of the slide. 46% of slides have one — sourcing is nearly universal.
footnoteBoxed emphasis — "If you read one thing on this slide, read this." 38% of slides have one.
callout_boxEnumerated points — usually 3–5. 23% of slides.
bullet_listStructured numeric table. 17% of slides — tables remain the pro's weapon when the story is "read these numbers yourself".
data_tablePulled quote — usually from an earnings call or letter to shareholders. Foundation of the CEO-quote contradiction play.
quote_blockCaptured image of a filing, web page, email, or news article. Evidence from the original record.
screenshotSecondary line below the headline — context, caveat, or elaboration.
subtitle_textThe workhorse. Compares discrete values — peer benchmarks, year-over-year, segment mix.
bar_chart_verticalTable with explicit comparison columns (target, peer, delta).
comparison_tableTime series. Margins over 10 years, share price history, KPI trends.
line_chartCollection of company logos — peer set, board member companies, or firm's past campaigns.
logo_gridOn-the-ground photos — factory visits, retail locations. Heavy in Muddy Waters / Hindenburg-style short-seller work.
photoVisual element that doesn't fit the defined taxonomy — check the surrounding slide for context.
otherFlow diagram of an operational or financial process.
process_diagramOrdered sequence — often used for demand lists or step-by-step recommendations.
numbered_listPortrait photo of a CEO, director, or nominee. Used on villain slides and nominee bios.
headshotTwo or more series side-by-side per category (e.g. target vs. peer average across 5 metrics).
bar_chart_groupedParts of a whole per category — revenue by segment across years.
bar_chart_stackedScenario or method-based valuation in tabular form — multi-case DCF, sum-of-parts build.
valuation_tableCompact grid of key metrics with current value, trend, and peer comparison.
kpi_tableGrid of icons instead of logos — thematic pillars, services, or argument anchors.
icon_gridValue-bridge visualization — the classic activist tool for sum-of-parts reveals. "Start at X, add segment A, add segment B, you get to Y."
waterfall_chartHorizontal or vertical time-line graphic — events on an axis rather than a table.
timeline_visualRevenue mix, segment mix. Rare (<4% of charts) — pros prefer bars for the same data.
pie_chartSingle large numerical statistic dominating the slide. "$8B wasted."
big_numberUsed when category labels are long (company names, KPI labels). Same role as vertical bar, better for long text.
bar_chart_horizontalGeographic visualization — stores, plants, regional revenue mix.
mapPie-chart variant with hollow center — sometimes used for stage-of-thesis summaries.
donut_chartLine with filled area — cumulative or share-of-total visualizations.
area_chart3-variable scatter (x, y, size). Rare; used for positioning target in an industry landscape.
bubble_chartCorporate-structure diagram — reporting lines, subsidiaries. Common in governance-critique decks.
org_chartProcess-step diagram — decision trees, manufacturing steps, transaction structures.
flowchartPipeline visualization — rare outside SaaS / commercial theses.
funnel_chartMulti-axis comparison. Extremely rare; seen in <5 slides across the corpus.
radar_chartDial-style visualization — almost never used in activist decks.
gauge_chart