{ "model": { "rank": 5824, "code": "thing-q179442", "model_id": "vr.tr.demagogy", "name": "demagogy", "purpose": "Enable an AI agent to recognise and assess possible demagogy in political persuasion, distinguish it from legitimate popular advocacy, and select proportionate responses supported by evidence.", "family": "Thing Registry", "category": "Activities and processes", "status": "research-draft", "kind": "thing", "plane": "ACT", "domain": "ACT.ACT", "industry": "", "version": "", "url": "/models/thing/q179442/", "tier": 2, "score": 64, "payload": { "layer": "wikidata", "aliases": [], "aliasCount": 0, "merged": 0, "knownIn": 64, "facets": null, "markers": [], "lexicalClass": "", "senseRank": null, "alsoRegisteredAs": null, "source": { "dataset": "wikidata", "item": "Q179442", "url": "https://www.wikidata.org/wiki/Q179442", "license": "CC0 1.0" } }, "research": { "vercy": "1.0-draft", "publication": { "status": "research-draft", "adjudicationStatus": "unreviewed", "publishableCanonical": false, "generatedAt": "2026-09-07T09:30:56Z", "providers": [ "Codex", "Grok" ], "missingProviders": [], "pass": 2, "cost": { "grok": { "usd": 0.0441125, "turns": 3, "seconds": 178.3, "error": null }, "codex": { "seconds": 100.7, "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.3\n--------\nworkdir: R:\\02_PROJECTS\\02_Meta_Models_Platforms\\Ver.cy\\current\\thing-registry-backlog\nmodel: gpt-6-astra\nprovider: openai\napproval: never\nsandbox: read-only\nreasoning effort: none\nreasoning summaries: none\nsession id: 01a07b32-2448-7920-b9e2-88c79119ed39\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: demagogy\nRegistry id: vr.tr.demagogy\nPlane / domain: ACT / ACT.ACT\nRegistry definition: (none recorded)\nNames folded into this entry: (none)\n\nA Vercy" } } }, "metaModel": { "id": "THING-Q179442", "registryId": "vr.tr.demagogy", "name": "demagogy", "version": "0.1.0-research.1", "entryKind": "thing", "family": "Thing Registry", "domain": [ "ACT.ACT" ], "status": "research-draft" }, "canonicalUrl": "https://ver.cy/models/thing/q179442/", "model": { "registry_id": "vr.tr.demagogy", "name": "demagogy", "purpose": "Enable an AI agent to recognise and assess possible demagogy in political persuasion, distinguish it from legitimate popular advocacy, and select proportionate responses supported by evidence.", "definition": "In political theory, demagogy is the practice by which a leader in a regime of popular sovereignty gains or keeps power by a distinctive public rhetoric that flatters the many, inflames factional passions (fear, envy, indignation, prejudice), and substitutes emotional mobilization for reasoned deliberation, classically opposed to the statesman who argues for a common good under constitutional restraint.", "scope_statement": "This model owns the assessment of situated persuasive acts or recurring practices as possible demagogy, including how they construct popular authority, exploit antagonism, handle evidence and seek political compliance; it does not treat demagogy as an intrinsic identity of a speaker or audience.", "in_scope": [ "Specific speeches, messages, performances and recurring persuasive practices that claim to speak for a political public.", "Appeals that connect collective fear, resentment, pride or grievance to support for a speaker, movement or proposed action.", "Representations of opponents, minorities, elites or institutions as threats, scapegoats or illegitimate participants.", "Treatment of evidence, disagreement and accountability within the persuasive appeal.", "Evidence, uncertainty and response options associated with a demagogy assessment." ], "out_of_scope": [ "The full ideology, organisation or electoral strategy of a political movement.", "Propaganda production and distribution systems beyond their role in the assessed appeal.", "General misinformation verification unrelated to the appeal's political authority or mobilisation.", "A speaker's personality, psychiatric condition or unobserved intentions.", "Independent evaluation of a policy's merits or an institution's legitimacy.", "Audience demographics and general theories of crowd behaviour." ], "distinguishing_features": [ "Against ordinary emotional advocacy: examine whether emotion supports an answerable argument or is used to make scrutiny, compromise or dissent appear disloyal; emotional intensity alone is insufficient.", "Against populism: a people-versus-elite frame alone does not establish demagogy; assess whether it also licenses unaccountable authority, exclusion or resistance to contrary evidence.", "Against justified denunciation: test whether responsibility is tied to specific conduct and evidence or expanded into collective guilt, scapegoating or presumed inherent treachery.", "Against ordinary factual error: inspect how a consequential claim is defended and corrected; an isolated mistake is insufficient, while persistence after a documented correction is relevant without proving intent.", "Against forceful leadership: test whether a mandate remains bounded and contestable or whether personal loyalty is substituted for reasons, procedures and independent accountability." ], "characteristics": [ { "name": "Assessment status", "kind": "state", "unit_or_values": "unassessed | insufficient-context | indicators-present | supported-under-stated-criteria | disputed | not-supported", "why_it_matters": "Separates a provisional concern from a supported judgment and makes the governing criteria explicit." }, { "name": "Assessed unit", "kind": "category", "unit_or_values": "utterance | message | speech | performance | campaign-pattern", "why_it_matters": "Prevents evidence about one passage from silently becoming a judgment about an entire person or movement." }, { "name": "Claimed popular mandate", "kind": "category", "unit_or_values": "none-observed | bounded-representation | exclusive-representation | personal-embodiment | unclear", "why_it_matters": "Captures whether the appeal claims support from a public or claims sole authority to define and embody that public." }, { "name": "Antagonism construction", "kind": "category", "unit_or_values": "conduct-specific-criticism | collective-blame | scapegoating | existential-enemy | mixed | unclear", "why_it_matters": "Distinguishes accountable criticism from accusations that generalise guilt or remove opponents' standing." }, { "name": "Affective mobilisation", "kind": "category", "unit_or_values": "fear | resentment | humiliation | pride | hope | anger | mixed | not-observed; multiple values allowed", "why_it_matters": "Records which emotions the appeal invokes so their relationship to reasons and requested action can be examined." }, { "name": "Response to challenge", "kind": "state", "unit_or_values": "not-tested | engages-evidence | corrects-claim | evades | attacks-questioner | immunises-claim | mixed", "why_it_matters": "Makes observable conduct under scrutiny more important than speculation about sincerity." }, { "name": "Requested political commitment", "kind": "relation", "unit_or_values": "Links the appeal to a requested vote, donation, mobilisation, loyalty pledge, exclusion, sanction or transfer of authority.", "why_it_matters": "Connects rhetorical features to what the audience is being asked to authorise or do." }, { "name": "Documented recurrence", "kind": "measurement", "unit_or_values": "Number of distinct qualifying episodes within a stated observation window, with sampling method and duplicate handling.", "why_it_matters": "Distinguishes a single episode from a recurring practice without counting reposts as independent acts." } ], "affordances": [ "Annotate passages that claim exclusive popular authority, assign collective blame or discredit scrutiny, retaining surrounding context.", "Compare a suspected appeal with alternative interpretations such as legitimate grievance, satire, factual error or ordinary partisan advocacy.", "Trace consequential claims to evidence and record how the speaker responds to corrections or challenges.", "Connect the appeal to its requested political action and assess which safeguards or rights that action would affect.", "Produce an evidence-linked assessment that states its criteria, counterevidence and unresolved uncertainty.", "Draft proportionate responses such as contextualisation, clarification requests, claim correction or referral for human review." ] }, "sources": [ { "id": "wikipedia-demagogue", "title": "Demagogue. Wikipedia, Wikimedia Foundation", "url": "https://en.wikipedia.org/wiki/Demagogue", "what_it_supports": "Working definition; Cooper's four marks; tactics (scapegoating, fearmongering, lying, violence, oversimplification); historical cases from Cleon to Hitler, Long, and McCarthy; distinction from ordinary political rhetoric.", "url_status": "live" }, { "id": "ceaser-populists-demagogues", "title": "On Populists and Demagogues. Canadian Journal of Political Science / Cambridge University Press (G. C. K. Ceaser, 2019)", "url": "https://www.cambridge.org/core/journals/canadian-journal-of-political-science-revue-canadienne-de-science-politique/article/on-populists-and-demagogues/36E43B2DA54813AC54D843CA1EBB9D3B", "what_it_supports": "Classical dēmagōgos vs. politikos; demagogue as self-aggrandizing leader who exploits popular sovereignty; how modern constitutionalism constrains, and mass media and ideologies arm, the successor figure.", "url_status": "live" }, { "id": "american-scholar-vacuum", "title": "A Vacuum at the Center. The American Scholar", "url": "https://theamericanscholar.org/a-vacuum-at-the-center/", "what_it_supports": "Demagogy as a species distinct from populism; origin with Cleon; demagogy as expressive politics with a moral vacuum rather than a programme of hope.", "url_status": "live" }, { "id": "de-wikipedia-demagogie", "title": "Demagogie. Wikipedia (German), Wikimedia Foundation", "url": "https://de.wikipedia.org/wiki/Demagogie", "what_it_supports": "Continental definition (Hetze, flattery, simplification, unique-solution claims); Sailer-Wlasits contrast of populism with system-threatening demagogy; fascist 'propaganda' vs. socialist 'agitation' as neighbouring labels.", "url_status": "live" }, { "id": "mw-demagogue", "title": "Demagogue. Merriam-Webster Dictionary", "url": "https://www.merriam-webster.com/dictionary/demagogue", "what_it_supports": "English lemmas demagogue, demagoguery, demagogy; dual historical sense (ancient popular champion vs. modern prejudice-appealing leader).", "url_status": "blocked" }, { "id": "dwds-demagoge", "title": "Demagoge. Digitales Wörterbuch der deutschen Sprache (DWDS / BBAW)", "url": "https://www.dwds.de/wb/Demagoge", "what_it_supports": "German etymology and pejoration after Cleon; 19th-century slogan demagogische Umtriebe after the Karlsbad Decrees.", "url_status": "unverified" }, { "id": "harvard-gazette-demagogues", "title": "How demagogues wield social media. Harvard Gazette (interview with Stephan Lewandowsky, 2022)", "url": "https://news.harvard.edu/gazette/story/2022/11/how-demagogues-wield-social-media/", "what_it_supports": "Contemporary social-media tactics: loyalty tests via falsehoods, binary people/elite framing, belief-speaking versus truth-speaking.", "url_status": "live" }, { "id": "sartori-psa-populism-demagogy", "title": "Populism vs Demagogism. Political Studies Association conference paper (citing Giovanni Sartori, 2007)", "url": "https://populism-europe.com/wp-content/uploads/2022/02/PSA21-ESR02.pdf", "what_it_supports": "Sartori's test: demagogy as mobilization from above leading toward oligarchy or tyranny, opposed to populism conceived as pressure from below.", "url_status": "live" } ], "structure": { "bundles": [ { "id": "popular-authority", "name": "Construction of popular authority", "description": "Records who the appeal calls the people and how it derives political authority from that representation.", "rationale": "A demagogy assessment must distinguish advocacy on behalf of a public from a claim that one speaker exclusively embodies its will.", "layers": [ { "id": "people-and-membership", "name": "The people and their membership", "description": "Examines the public invoked by the appeal and the boundaries placed around belonging.", "findings": [ { "id": "claimed-public", "name": "Claimed public", "description": "Record the named or implied political public, who is excluded, and the passages establishing those boundaries.", "questions": [ { "text": "Who counts as the people in this appeal, and what words or contextual evidence establish that membership?", "kind": "definition", "id": "claimed-public-q01" }, { "text": "Are dissenting members treated as legitimate participants or excluded from the public because they disagree?", "kind": "boundary", "id": "claimed-public-q02" } ] } ] }, { "id": "mandate-and-embodiment", "name": "Mandate and embodiment", "description": "Examines whether the speaker claims a bounded mandate or exclusive authority to express popular will.", "findings": [ { "id": "exclusive-representation", "name": "Exclusive representation claim", "description": "Record claims that the speaker or movement alone represents the public, together with any acknowledged limits or competing mandates.", "questions": [ { "text": "Does the speaker claim support from some people, a majority mandate, or exclusive embodiment of the people's will?", "kind": "definition", "id": "exclusive-representation-q01" }, { "text": "What evidence shows whether this claimed authority permits electoral defeat, internal disagreement and independent oversight?", "kind": "boundary", "id": "exclusive-representation-q02" } ] } ] } ] }, { "id": "grievance-and-antagonism", "name": "Grievance and antagonism", "description": "Records how grievances and emotions are attached to blamed actors and proposed political remedies.", "rationale": "The model must recognise possible exploitation of grievance without classifying anger, suffering or criticism themselves as demagogy.", "layers": [ { "id": "grievance-to-emotion", "name": "Grievance and emotional appeal", "description": "Separates the underlying grievance from the emotional framing and the political inference drawn from it.", "findings": [ { "id": "affective-shortcut", "name": "Emotion-to-commitment link", "description": "Record the grievance, emotion invoked and step by which the appeal turns that emotion into a requested commitment.", "questions": [ { "text": "Which grievance and emotion are invoked, and what political commitment is presented as their appropriate expression?", "kind": "definition", "id": "affective-shortcut-q01" }, { "text": "Does the appeal supply contestable reasons for that commitment, or present scrutiny and hesitation as betrayal?", "kind": "boundary", "id": "affective-shortcut-q02" } ] } ] }, { "id": "blame-and-enemies", "name": "Blame and enemy construction", "description": "Examines the attribution of responsibility and whether criticism becomes collective guilt or exclusion.", "findings": [ { "id": "scapegoating-assessment", "name": "Scapegoating assessment", "description": "Record the accused actor, alleged causal responsibility, supporting evidence and any expansion from specific conduct to group-wide blame.", "questions": [ { "text": "What evidence connects the blamed actor to the grievance, and which parts of the accusation remain unsupported?", "kind": "provenance", "id": "scapegoating-assessment-q01" }, { "text": "Does the appeal distinguish responsible individuals and actions from an entire group's membership or identity?", "kind": "boundary", "id": "scapegoating-assessment-q02" } ] } ] } ] }, { "id": "evidence-and-scrutiny", "name": "Evidence and resistance to scrutiny", "description": "Records the appeal's consequential claims and its observable treatment of correction, challenge and uncertainty.", "rationale": "Possible demagogy cannot be judged solely by whether a statement is false; the model also needs to examine how persuasion remains answerable to evidence.", "layers": [ { "id": "consequential-claims", "name": "Consequential claims", "description": "Identifies the factual and causal claims doing the work of justifying the requested political response.", "findings": [ { "id": "claim-action-dependency", "name": "Claim-to-action dependency", "description": "Record which claims the requested action depends on, their evidential status and any omitted qualifications material to that action.", "questions": [ { "text": "Which factual or causal claims are necessary to the appeal's case for the requested action?", "kind": "definition", "id": "claim-action-dependency-q01" }, { "text": "What inspected evidence supports, contradicts or materially qualifies each consequential claim?", "kind": "provenance", "id": "claim-action-dependency-q02" } ] } ] }, { "id": "challenge-and-correction", "name": "Challenge and correction", "description": "Examines responses to scrutiny without inferring private knowledge or intent.", "findings": [ { "id": "accountability-response", "name": "Response to evidential challenge", "description": "Record documented opportunities for correction and whether the response engages evidence, changes the claim or discredits the possibility of checking it.", "questions": [ { "text": "Which challenges demonstrably reached the speaker or responsible organisation, and what responses followed?", "kind": "provenance", "id": "accountability-response-q01" }, { "text": "Does the response address the challenge, or redefine every contrary source as an enemy whose evidence cannot count?", "kind": "boundary", "id": "accountability-response-q02" } ] } ] } ] }, { "id": "mobilisation-and-constraints", "name": "Political mobilisation and constraints", "description": "Connects the persuasive appeal to requested conduct, transfers of authority and treatment of political safeguards.", "rationale": "An agent needs to understand what the appeal seeks to make permissible, rather than treating provocative language as a sufficient assessment.", "layers": [ { "id": "requested-conduct", "name": "Requested conduct", "description": "Distinguishes emotional expression from explicit or contextually supported calls for political action.", "findings": [ { "id": "mobilisation-path", "name": "Mobilisation path", "description": "Record the requested action and how the appeal links belonging, grievance or loyalty to taking it, marking inferred requests as inferred.", "questions": [ { "text": "What is the audience explicitly asked to do, and which additional requests are only inferred from context?", "kind": "action", "id": "mobilisation-path-q01" }, { "text": "Is support conditional on a stated policy or outcome, or demanded as personal loyalty regardless of subsequent conduct?", "kind": "boundary", "id": "mobilisation-path-q02" } ] } ] }, { "id": "limits-on-authority", "name": "Limits on authority", "description": "Examines whether the requested mandate preserves contestability or uses popular necessity to bypass constraints.", "findings": [ { "id": "exception-and-safeguards", "name": "Exceptions and safeguards", "description": "Record proposed exceptions to oversight or participation and the reasons, duration and review mechanisms offered for them.", "questions": [ { "text": "Which safeguards or participation rights would the requested action alter, and how does the appeal justify those changes?", "kind": "action", "id": "exception-and-safeguards-q01" }, { "text": "Does the proposal specify bounded, reviewable changes, or treat opposition and oversight as inherently illegitimate obstacles?", "kind": "boundary", "id": "exception-and-safeguards-q02" } ] } ] } ] }, { "id": "assessment-and-response", "name": "Assessment and response", "description": "Maintains the contextual evidence, competing interpretations and response decisions attached to a demagogy judgment.", "rationale": "Because the label is contested and politically consequential, the model must support scrutiny of the assessor's reasoning as well as the assessed appeal.", "layers": [ { "id": "context-and-alternatives", "name": "Context and alternative interpretations", "description": "Tests whether the apparent indicators survive examination of the complete act and plausible competing explanations.", "findings": [ { "id": "contextual-assessment", "name": "Contextual assessment", "description": "Record the source passage, surrounding material, stated assessment criteria and evidence supporting or weakening a demagogy interpretation.", "questions": [ { "text": "Is the material an authenticated and sufficiently complete instance of the speaker's own appeal rather than quotation, satire, mistranslation or an edited fragment?", "kind": "provenance", "id": "contextual-assessment-q01" }, { "text": "What evidence favours legitimate advocacy or another interpretation, and would the same criteria yield the same judgment for a political opponent?", "kind": "boundary", "id": "contextual-assessment-q02" } ] } ] }, { "id": "proportionate-intervention", "name": "Proportionate intervention", "description": "Selects responses according to the supported findings, unresolved uncertainty and the agent's actual authority.", "findings": [ { "id": "response-selection", "name": "Response selection", "description": "Record the proposed response and its evidential basis, distinguishing explanatory assistance from decisions requiring separate authority.", "questions": [ { "text": "Which supported concern can be addressed through contextualisation, claim correction, clarification or human review?", "kind": "action", "id": "response-selection-q01" }, { "text": "What further evidence or separate authorisation is required before taking an action that restricts participation or distribution?", "kind": "action", "id": "response-selection-q02" } ] } ] } ] }, { "id": "evidence-and-external-alignment", "name": "Evidence and external alignment", "description": "What the world already says about this thing, gathered so the model can be checked against it.", "rationale": "A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.", "layers": [ { "id": "reported-evidence", "name": "Reported evidence", "description": "Findings from the breadth pass, kept separate from the structural claims.", "findings": [ { "id": "evidence-kinds", "name": "Kinds and varieties", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ "Classical Athenian popular leadership (originally a non-pejorative dēmagōgos, a leader of the dēmos)", "Pejorative Aristotelian demagogy: pandering to the many against the few for private advantage", "Oligarchic or elite demagogy (Aristotle's second type: members of the few acting as demagogues toward the crowd)", "Mass-rally oratorical demagogy (charismatic platform performance, from Cleon's shouting to 20th-century rallies)", "Broadcast and propaganda demagogy (radio, film, television amplifying one-to-many emotional address)", "Social-media demagogy (platform-native lying, tribal identity signals, and 'participatory propaganda')", "Scapegoating or nativist demagogy (racial, religious, or class out-groups blamed for a crisis)", "Tactical or office-bound demagoguery (direct public appeals used inside constitutional roles, distinguished by some scholars from pathological demagogy)" ], "questions": [ { "id": "evidence-kinds-q01", "text": "Which of these kinds and varieties hold for the sense of demagogy this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-identifiers", "name": "Identifiers and schemes", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ { "scheme": "Ancient Greek lemma", "value_or_pattern": "δημαγωγία (dēmagōgía, the practice); δημαγωγός (dēmagōgós, the agent)", "note": "From δῆμος 'people' + ἀγωγός 'leading'; originally descriptive of a popular leader, later pejorative in Plato, Aristotle, and Plutarch." }, { "scheme": "Oxford English Dictionary", "value_or_pattern": "demagogue, n. (OED); related lemmas demagoguery, demagogy", "note": "English lexicographic headword for the agent; demagoguery (chiefly US) and demagogy name the methods." }, { "scheme": "Wikidata", "value_or_pattern": "item typically sitelinked from Wikipedia 'Demagogue' / 'Demagogie'", "note": "Concept item for the political practice; confirm the Q-id on Wikidata rather than treating a remembered number as authoritative." } ], "questions": [ { "id": "evidence-identifiers-q01", "text": "Which of these identifiers and schemes hold for the sense of demagogy this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-standards-and-regulation", "name": "Standards and regulation", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ "Karlsbad Decrees (Karlsbader Beschlüsse), 1819, issued by the German Confederation: created the police-legal category of 'demagogische Umtriebe' (demagogic intrigues) used against liberal and nationalist agitators.", "Liberal constitutionalism and the rule of law (no single issuer): the modern institutional answer, in the political-theory literature, to the classical demagogue problem - separation of powers, rights, and legal limits on emergency rule.", "Incitement and hate-speech criminal law, e.g. German Strafgesetzbuch §130 Volksverhetzung (Federal Republic of Germany): constrains some scapegoating and incitement techniques that demagogy uses, without defining or licensing the practice as such.", "United States First Amendment doctrine, including Brandenburg v. Ohio (U.S. Supreme Court, 1969): generally protects demagogic political speech unless it is directed to inciting imminent lawless action." ], "questions": [ { "id": "evidence-standards-and-regulation-q01", "text": "Which of these standards and regulation hold for the sense of demagogy this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-real-world-use", "name": "Real-world use", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ "Encountered as a leadership style in assemblies and elections wherever the many can confer power: the Athenian ekklesia (Cleon, Alcibiades), Roman popular politics, and modern mass democracies.", "Practised as stump oratory and machine politics in the United States (e.g. Ben Tillman, Huey Long, Joseph McCarthy): folksy self-presentation, personal insults, impossible promises, and attacks on the press.", "Used in 20th-century fascist and authoritarian mass rallies (Hitler, Mussolini) to convert electoral popularity into emergency powers and one-man rule.", "Now routinely encountered in television debates, campaign rallies, and social-media feeds, where falsehoods can function as loyalty tests rather than information.", "Used as a polemical charge: calling an opponent a demagogue is itself a move in democratic argument, and in Restoration Germany 'Demagoge' was also a conservative smear against reformers.", "Studied in rhetoric and civic education as a pattern of persuasion (passion over deliberation) that students are taught to recognise rather than as a licensed technique." ], "questions": [ { "id": "evidence-real-world-use-q01", "text": "Which of these real-world use hold for the sense of demagogy this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-measurements", "name": "Typical measurements", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ { "quantity": "Electoral support of a campaign widely described as demagogic", "typical_range": "from fringe single-digit shares in ordinary times to plurality or majority in crisis elections (e.g. NSDAP from about 2.6% in 1928 to 37.3% in July 1932)", "unit": "percent of valid votes" }, { "quantity": "Time from executive entry to formal emergency-power concentration in extreme historical cases", "typical_range": "weeks to a few years (Hitler's chancellorship to the Enabling Act: about two months)", "unit": "months" }, { "quantity": "Share of political language in 'belief-speaking' (common sense, opinion) versus 'truth-speaking' (evidence, facts) registers", "typical_range": "not a settled typical range; used comparatively across speakers and platforms", "unit": "proportion of coded tokens or utterances" } ], "questions": [ { "id": "evidence-measurements-q01", "text": "Which of these typical measurements hold for the sense of demagogy this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-failure-modes-and-hazards", "name": "Failure modes and hazards", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ "Conversion of a democracy into personal rule: emergency decrees, packed offices, intimidation of courts and press, and the hollowing of constitutional limits.", "Scapegoating that licenses persecution, disenfranchisement, lynching, or genocide against an out-group named as the cause of a crisis.", "Shut-down of deliberation: opponents branded weak or disloyal; debate itself framed as decadence (the Mytilenean pattern).", "Violence and physical intimidation of opponents, journalists, and voters as a substitute for argument.", "Policy failure from impossible promises and gross oversimplification (wealth for every household, a single hidden enemy, a unique remedy).", "Audience capture: followers treat demonstrable falsehoods as badges of tribal loyalty ('participatory propaganda'), degrading a shared factual basis.", "Weaponization of the label itself: 'demagogue' used as a smear that can misdescribe popular reformers and short-circuit criticism of anti-populist elites.", "Polybian cascade: popular government decaying into ochlocracy (mob rule) and then into 'government of violence and the strong hand'." ], "questions": [ { "id": "evidence-failure-modes-and-hazards-q01", "text": "Which of these failure modes and hazards hold for the sense of demagogy this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-regional-variation", "name": "Regional variation", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ "United States usage prefers demagoguery for the methods; historical memory centres on Southern race demagogues, urban bosses, McCarthy, and later presidential campaigns.", "British and broader European English more often use demagogy for the practice; Collins treats it as an uncountable, disapproving name for rule by emotional appeal.", "German Demagogie / Volksverführung is strongly pejorative; after 1819 'demagogische Umtriebe' named a police target, so the word can mark either agitators or the state's smear of them.", "Ancient Greek usage begins descriptive (leader of the people) and becomes condemnatory in philosophical historiography after Cleon.", "In parts of Central Europe, Demagog / Demagog.cz names fact-checking organisations, a branding collision with the political term.", "Indian public debate often applies 'demagogue' to majoritarian religious mobilisation (e.g. descriptions of Hindutva leadership), a regional overlay on a Greco-European concept." ], "questions": [ { "id": "evidence-regional-variation-q01", "text": "Which of these regional variation hold for the sense of demagogy this model covers, and on what evidence?", "kind": "provenance" } ] }, { "id": "evidence-neighbours", "name": "Neighbouring kinds and how to tell them apart", "description": "Reported by the breadth pass; each item needs checking against its source before it becomes normative.", "evidence": [ { "name": "populism", "difference": "Populism is a thin people-versus-elite claim that can organise from below; demagogy is a leader's method of inflaming passions for private or personal-rule advantage. Test: is 'the people' being constructed as a political subject with a programme, or is the crowd being flattered and mobilised from above toward the speaker (Sartori; Sailer-Wlasits: demagogues also concentrate person, party, and programme in one figure)?" }, { "name": "ordinary political rhetoric", "difference": "Routine democratic speech also seeks popularity; demagogy does so relentlessly, sacrificing truth, subtlety, and institutional restraint. Test: does the speech typically calm, conciliate, and instruct, or excite, divide, and flatter (Ceaser's contrast)?" }, { "name": "propaganda", "difference": "Propaganda is organised, often institutional communication to shape opinion; demagogy is a leader-centred abuse of political speech in a popular regime. Test: is the unit of analysis an apparatus and campaign, or a speaker exploiting assembly, election, or feed?" }, { "name": "ochlocracy (mob rule)", "difference": "Ochlocracy names a regime type (Polybius); demagogy names the leadership practice that can produce it. Test: are you classifying the form of government, or the method by which a leader sways the many?" }, { "name": "charismatic authority", "difference": "Weberian charisma is attributed extraordinary personal gift; demagogy is specified by pandering, scapegoating, and norm-breaking, not by genuine exceptional quality. Test: would the following collapse if the emotional techniques (fear, insult, the big promise) were removed, even if the person remained 'magnetic'?" }, { "name": "agitation (agitprop)", "difference": "In socialist usage, agitation is ideological mobilisation of the masses, often claimed as honest class education; demagogy is the same surface of crowd address judged as flattery and deceit. Test: is the appeal answerable to a stated programme and organisation, or does it float free as whatever inflames today?" }, { "name": "hate speech / incitement", "difference": "Hate speech is a legal category of expression; demagogy is a broader political strategy that may use incitement among other tools. Test: does the act meet a statutory incitement threshold, or is it a pattern of gaining power by passion even when still lawful?" }, { "name": "demigod / Demogorgon", "difference": "Unrelated lookalikes. Test: etymology (dêmos + agōgos versus demi-god or the demonological name) and whether the referent is a political practice." } ], "questions": [ { "id": "evidence-neighbours-q01", "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of demagogy this model covers, and on what evidence?", "kind": "provenance" } ] } ] } ] } ] }, "openQuestions": [ "Which researched definition of demagogy should govern this registry entry, and does it require deceptive intent, an anti-pluralist claim, or a particular combination of observable practices?", "Should the scope include non-electoral and non-state settings where a speaker mobilises a collective through claims to popular authority?", "What evidence threshold distinguishes a demagogic episode from a recurring demagogic practice without turning the classification into a permanent personal label?", "How should assessment criteria accommodate cultural differences in rhetoric, justified emergency appeals and resistance to genuinely unaccountable institutions?", "Which reliable methods can establish audience effects or strategic intent, and how should assessments proceed when only the appeal itself is observable?" ], "statistics": { "bundles": 6, "layers": 11, "findings": 18, "questions": 28 } }, "draft": { "generator": "vr.draft.v3", "status": "draft-generated", "researched": false, "archetype": "abstract concept", "method": "Written from the archetype playbook - what this kind of thing needs beyond identity and provenance - and from the structure that recurred across 6,333 models already researched by two engines. Applied to this entry by rule. No source was read for this thing and no claim here is researched. This entry carries no facets of its own, so they were inferred from its domain - a guess about a whole domain applied to one thing.", "facetsInferred": true, "nextPass": "A researcher replaces this draft with a sourced specification. Treat every sentence below as a proposal to argue with.", "purpose": "Give an agent a durable, checkable way to recognise a demagogy, record what state it is in, and decide what may be done with it.", "whatItIs": "Enable an AI agent to recognise and assess possible demagogy in political persuasion, distinguish it from legitimate popular advocacy, and select proportionate responses supported by evidence.", "characteristics": { "substance": "activity", "origin": "conceptual", "agency": "inert" }, "whatYouCanDoWithIt": [ "observed and measured" ], "distinguishingFeatures": [ "Described in 64 Wikipedia languages, which is a measure of how widely the thing is known, not of how important it is." ], "openQuestionsForResearch": [ "Which of the bundles below does a real task actually need, and which are ceremony?", "What does this thing have that the facets do not capture at all?", "Which neighbouring kind is most often confused with a demagogy, and on what evidence are they told apart?" ], "whatItIsMadeOf": "something that happens over time", "physicalCharacter": [ "Does nothing on its own; everything it does, something else did to it.", "These come from the domain this entry sits in rather than from the entry itself, so treat them as a first guess about the whole domain applied to one thing." ], "whatCanBeDoneWithIt": [ "observe it, measure it, record its state" ], "howItIsRecognised": [ "Nothing to see. What is recognised is an instance of it, and which instances count is exactly what is argued about." ], "relatedModels": [], "standing": "Described in 64 Wikipedia languages, which measures how widely it is written about rather than how important or how common it is.", "structure": { "bundles": [ { "id": "identity-and-classification", "name": "Identity, naming and classification", "description": "How an agent tells one demagogy from another, and a demagogy from things that resemble it.", "rationale": "Recognition comes before every other claim. Without stable identity nothing else in the model can be trusted to be about the same thing twice.", "layers": [ { "id": "naming-and-identifiers", "name": "Names and identifiers", "description": "The names this thing goes by and the identifiers that survive translation and time.", "findings": [ { "id": "preferred-name-and-aliases", "name": "Preferred name, aliases and local names", "description": "Which name to use, which names mean the same thing, and which merely sound similar.", "questions": [ { "id": "preferred-name-and-aliases-q01", "text": "What identifies and describes the name of a demagogy, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "preferred-name-and-aliases-q02", "text": "Who or what asserted this about the name of a demagogy, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "preferred-name-and-aliases-q03", "text": "What may an agent decide or do once the name of a demagogy is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] }, { "id": "stable-identifiers", "name": "Stable identifiers and external keys", "description": "Identifiers that keep pointing at this kind of thing across systems and languages.", "questions": [ { "id": "stable-identifiers-q01", "text": "What identifies and describes an identifier for a demagogy, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "stable-identifiers-q02", "text": "Who or what asserted this about an identifier for a demagogy, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "stable-identifiers-q03", "text": "What may an agent decide or do once an identifier for a demagogy is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] }, { "id": "classification-and-granularity", "name": "Classification and granularity", "description": "Where a demagogy sits among kinds, and how finely a task needs to cut it.", "findings": [ { "id": "kind-and-parents", "name": "Kind, parents and neighbouring kinds", "description": "The classes this thing belongs to and the ones it is next to.", "questions": [ { "id": "kind-and-parents-q01", "text": "What identifies and describes the kind of a demagogy, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "kind-and-parents-q02", "text": "Who or what asserted this about the kind of a demagogy, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "kind-and-parents-q03", "text": "What may an agent decide or do once the kind of a demagogy is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] }, { "id": "distinguishing-features", "name": "Distinguishing features", "description": "What separates a demagogy from the things most often confused with it.", "questions": [ { "id": "distinguishing-features-q01", "text": "What identifies and describes what distinguishes a demagogy, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "distinguishing-features-q02", "text": "Who or what asserted this about what distinguishes a demagogy, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "distinguishing-features-q03", "text": "What may an agent decide or do once what distinguishes a demagogy is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] }, { "id": "state-and-lifecycle", "name": "State and lifecycle", "description": "The states a demagogy passes through and the events that move it between them.", "rationale": "Most decisions about a thing depend on what state it is in now, which is a claim with a time on it, not a property.", "layers": [ { "id": "lifecycle-stages", "name": "Lifecycle stages", "description": "From coming into existence to ceasing to be one of these.", "findings": [ { "id": "stages-and-transitions", "name": "Stages and transitions", "description": "The stages worth naming and what moves a demagogy between them.", "questions": [ { "id": "stages-and-transitions-q01", "text": "What identifies and describes the lifecycle of a demagogy, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "stages-and-transitions-q02", "text": "Who or what asserted this about the lifecycle of a demagogy, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "stages-and-transitions-q03", "text": "What may an agent decide or do once the lifecycle of a demagogy is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] }, { "id": "observations-and-status", "name": "Observations and current status", "description": "What is observed about a demagogy, how often and by whom.", "findings": [ { "id": "observation-record", "name": "Observation record", "description": "How an observation of a demagogy is recorded so that it can be superseded rather than overwritten.", "questions": [ { "id": "observation-record-q01", "text": "What identifies and describes an observation of a demagogy, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "observation-record-q02", "text": "Who or what asserted this about an observation of a demagogy, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "observation-record-q03", "text": "What may an agent decide or do once an observation of a demagogy is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] }, { "id": "process-and-outcome", "name": "Process, inputs and outcome", "description": "How a demagogy proceeds, what it needs and what it leaves behind.", "rationale": "An activity is known by its steps and its results, and both have to be recordable while it is still running.", "layers": [ { "id": "steps-and-sequence", "name": "Steps and sequence", "description": "The steps of a demagogy, their order and what may run in parallel.", "findings": [ { "id": "steps-and-preconditions", "name": "Steps, preconditions and completion", "description": "What has to be true before each step of a demagogy and what marks it done.", "questions": [ { "id": "steps-and-preconditions-q01", "text": "What identifies and describes a step of a demagogy, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "steps-and-preconditions-q02", "text": "Who or what asserted this about a step of a demagogy, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "steps-and-preconditions-q03", "text": "What may an agent decide or do once a step of a demagogy is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] }, { "id": "inputs-and-results", "name": "Inputs, resources and results", "description": "What a demagogy consumes and what it produces.", "findings": [ { "id": "inputs-and-outputs", "name": "Inputs, outputs and side effects", "description": "The resources a demagogy takes and the results it leaves, wanted or not.", "questions": [ { "id": "inputs-and-outputs-q01", "text": "What identifies and describes the inputs and results of a demagogy, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "inputs-and-outputs-q02", "text": "Who or what asserted this about the inputs and results of a demagogy, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "inputs-and-outputs-q03", "text": "What may an agent decide or do once the inputs and results of a demagogy is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] }, { "id": "definitions-in-contest", "name": "Definitions and who holds them", "description": "What demagogy is taken to mean, and by whom.", "rationale": "When a field disagrees about a concept, the disagreement is the content. A model that picks one definition silently destroys the information.", "layers": [ { "id": "competing-definitions", "name": "Competing definitions", "description": "The main readings and the traditions behind them.", "findings": [ { "id": "definition-map", "name": "Definitions and their holders", "description": "Each definition with the school or body that holds it.", "questions": [ { "id": "definition-map-q01", "text": "Which definitions of demagogy are in use, and which tradition or body holds each?", "kind": "definition" }, { "id": "definition-map-q02", "text": "What turns on the difference between them in practice?", "kind": "boundary" } ] } ] }, { "id": "operationalisation", "name": "Operationalisation", "description": "How it is measured or applied when it has to be.", "findings": [ { "id": "operational-record", "name": "Measures and proxies", "description": "Instruments and indicators used to stand in for it.", "questions": [ { "id": "operational-record-q01", "text": "How is demagogy operationalised or measured in practice, and by what instrument?", "kind": "measurement" }, { "id": "operational-record-q02", "text": "What does that operationalisation leave out, and when does that matter?", "kind": "boundary" } ] } ] } ] }, { "id": "instances-and-use", "name": "Instances, use and consequence", "description": "What counts as an instance of demagogy and what follows from calling something that.", "rationale": "Applying a concept is an act with consequences, so a model must say what the label licenses and what it does not.", "layers": [ { "id": "instances", "name": "What counts as an instance", "description": "Clear cases, borderline cases and non-cases.", "findings": [ { "id": "instance-tests", "name": "Tests for an instance", "description": "What would settle whether something falls under it.", "questions": [ { "id": "instance-tests-q01", "text": "What would settle whether something is an instance of demagogy?", "kind": "boundary" }, { "id": "instance-tests-q02", "text": "Which borderline cases are argued about, and on what grounds?", "kind": "definition" } ] } ] }, { "id": "consequence", "name": "Consequence of application", "description": "Rights, duties or decisions that follow from the label.", "findings": [ { "id": "consequence-record", "name": "What the label licenses", "description": "What an agent may do once something is classified this way.", "questions": [ { "id": "consequence-record-q01", "text": "What follows practically once something is treated as demagogy?", "kind": "action" }, { "id": "consequence-record-q02", "text": "What must an agent not infer from the label alone?", "kind": "action" } ] } ] } ] }, { "id": "provenance-and-evidence", "name": "Provenance, evidence and time", "description": "Where every claim about a demagogy came from and when it held.", "rationale": "A claim without a source and a time cannot be superseded, only overwritten, and an agent that overwrites loses the ability to explain itself.", "layers": [ { "id": "source-and-authority", "name": "Source and authority", "description": "Who said it, on what evidence, and how strongly.", "findings": [ { "id": "claim-provenance", "name": "Claim provenance and confidence", "description": "The authority behind each claim about a demagogy and how confident it is.", "questions": [ { "id": "claim-provenance-q01", "text": "What identifies and describes a claim about a demagogy, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "claim-provenance-q02", "text": "Who or what asserted this about a claim about a demagogy, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "claim-provenance-q03", "text": "What may an agent decide or do once a claim about a demagogy is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] }, { "id": "time-and-versions", "name": "Time, versions and supersession", "description": "When a claim was true, when it was learnt, and what replaced it.", "findings": [ { "id": "validity-and-supersession", "name": "Validity period and supersession", "description": "How an old claim about a demagogy is retired without being erased.", "questions": [ { "id": "validity-and-supersession-q01", "text": "What identifies and describes the validity of a claim about a demagogy, and in what units or vocabulary?", "kind": "definition", "answer_data": [ "identifiers", "types and classes", "values with units", "explicit unknowns" ] }, { "id": "validity-and-supersession-q02", "text": "Who or what asserted this about the validity of a claim about a demagogy, by which method, and when was it true?", "kind": "provenance", "answer_data": [ "authority", "method", "evidence", "event time", "knowledge time" ] }, { "id": "validity-and-supersession-q03", "text": "What may an agent decide or do once the validity of a claim about a demagogy is known, and what must it refuse?", "kind": "action", "answer_data": [ "permitted actions", "preconditions", "refusals", "escalation" ] } ] } ] } ] } ] }, "statistics": { "bundles": 6, "layers": 12, "findings": 14, "questions": 38 } } } }