{
    "model": {
        "rank": 6701,
        "code": "thing-q18342738",
        "model_id": "vr.tr.public-speaking",
        "name": "public speaking",
        "purpose": "Enable an AI agent to recognise a public-speaking activity, assess its readiness and audience fit, and identify appropriate preparation, delivery and follow-up actions.",
        "family": "Thing Registry",
        "category": "Activities and processes",
        "status": "research-draft",
        "kind": "thing",
        "plane": "ACT",
        "domain": "ACT.ACT",
        "industry": "",
        "version": "",
        "url": "/models/thing/q18342738/",
        "tier": 2,
        "score": 59,
        "payload": {
            "layer": "wikidata",
            "aliases": [
                "Proclamation of the republic in Germany",
                "public lecture",
                "political oratory",
                "motivational speaking",
                "human microphone"
            ],
            "aliasCount": 5,
            "merged": 5,
            "knownIn": 59,
            "facets": null,
            "markers": [],
            "lexicalClass": "",
            "senseRank": null,
            "alsoRegisteredAs": null,
            "source": {
                "dataset": "wikidata",
                "item": "Q18342738",
                "url": "https://www.wikidata.org/wiki/Q18342738",
                "license": "CC0 1.0"
            }
        },
        "research": {
            "vercy": "1.0-draft",
            "publication": {
                "status": "research-draft",
                "adjudicationStatus": "unreviewed",
                "publishableCanonical": false,
                "generatedAt": "2026-09-09T23:19:12Z",
                "providers": [
                    "Codex"
                ],
                "breadth": "recalled by Codex without web access - no source was read",
                "missingProviders": [],
                "pass": 2,
                "cost": {
                    "grok": {
                        "seconds": 18,
                        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\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: 01a08876-e951-7cf0-a6bd-a700391ebeba\n--------\nuser\nDescribe what is already known about one registered thing. Answer as JSON only, no prose around it.\n\nThing: public speaking\nSense to describe: (none recorded)\nDomain code: ACT.ACT\nAlso known as: (none)\n\n\nContext for this batch of 1001 things:\n# Batch 007: 1001",
                        "usd": 0,
                        "recall": true
                    },
                    "codex": {
                        "seconds": 63,
                        "error": "Reading additional input from stdin...\nOpenAI Codex v0.153.4\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: 01a08876-e951-7840-8691-f91057a12c1f\n--------\nuser\nYou are drafting a Vercy meta-model for one registered thing. Answer as JSON only, no prose around it.\n\nThing: public speaking\nRegistry id: vr.tr.public-speaking\nPlane / domain: ACT / ACT.ACT\nRegistry definition: (none recorded)\nNames folded into this entry: ("
                    }
                }
            },
            "metaModel": {
                "id": "THING-Q18342738",
                "registryId": "vr.tr.public-speaking",
                "name": "public speaking",
                "version": "0.1.0-research.1",
                "entryKind": "thing",
                "family": "Thing Registry",
                "domain": [
                    "ACT.ACT"
                ],
                "status": "research-draft"
            },
            "canonicalUrl": "https://ver.cy/models/thing/q18342738/",
            "model": {
                "registry_id": "vr.tr.public-speaking",
                "name": "public speaking",
                "purpose": "Enable an AI agent to recognise a public-speaking activity, assess its readiness and audience fit, and identify appropriate preparation, delivery and follow-up actions.",
                "definition": "Public speaking is the activity of delivering an oral address to an audience, typically with a recognisable speaker-audience relationship and an informative, persuasive, ceremonial, or entertaining purpose.",
                "scope_statement": "This model owns public speaking as an activity in which a speaker addresses an audience through a recognisable speaking turn, including its rhetorical purpose, preparation, delivery, audience interaction and evaluation; recorded and mediated cases require an explicit boundary decision.",
                "in_scope": [
                    "The speaking occasion, intended audience and speaker's mandate",
                    "The speech's purpose, central message, supporting material and spoken organisation",
                    "Rehearsal, timing and readiness for the actual speaking conditions",
                    "Vocal, embodied and mediated delivery to an audience",
                    "Audience questions, participation, accessibility and feedback"
                ],
                "out_of_scope": [
                    "General language competence and ordinary interpersonal conversation",
                    "Event production, venue management and audiovisual equipment specifications",
                    "Clinical assessment or treatment of anxiety and speech disorders",
                    "Acting, singing and dramatic performance except where they intersect with an audience address",
                    "The underlying subject-matter knowledge and truth adjudication owned by relevant domain models"
                ],
                "distinguishing_features": [
                    "There is an identifiable speaker-to-audience address or sustained speaking turn, rather than only reciprocal conversational turns.",
                    "The speaker presents a message for audience reception; a document or slide deck alone is not an instance of public speaking.",
                    "The address has an occasion and communicative purpose, such as explaining, persuading, commemorating or entertaining, against which choices can be assessed.",
                    "Audience membership may be restricted: public accessibility of the venue or recording is not a sufficient classification test.",
                    "Prepared, extemporaneous and impromptu addresses can qualify; memorisation, slides and a physical stage are not required."
                ],
                "characteristics": [
                    {
                        "name": "Communicative purpose",
                        "kind": "category",
                        "unit_or_values": "informative, persuasive, ceremonial, entertaining, mixed, other specified",
                        "why_it_matters": "Determines what the speech asks of listeners and how its success should be assessed."
                    },
                    {
                        "name": "Speaking configuration",
                        "kind": "category",
                        "unit_or_values": "in-person, live remote, hybrid, prerecorded candidate",
                        "why_it_matters": "Changes audience cues, technical dependencies and the boundary decision for inclusion."
                    },
                    {
                        "name": "Audience relationship",
                        "kind": "relation",
                        "unit_or_values": "speaker related to an identified audience by role, prior familiarity, language and relevant knowledge",
                        "why_it_matters": "Supports adaptation without treating an audience as homogeneous."
                    },
                    {
                        "name": "Speaker mandate",
                        "kind": "relation",
                        "unit_or_values": "speaking personally, as an authorised representative, or under another specified mandate",
                        "why_it_matters": "Distinguishes personal views from statements made on behalf of an organisation or group."
                    },
                    {
                        "name": "Delivery mode",
                        "kind": "category",
                        "unit_or_values": "manuscript, memorised, extemporaneous, impromptu, mixed",
                        "why_it_matters": "Determines useful rehearsal methods, prompts and recovery options."
                    },
                    {
                        "name": "Time allocation",
                        "kind": "measurement",
                        "unit_or_values": "minutes, with separate allocations for address and audience interaction",
                        "why_it_matters": "Constrains content selection and prevents questions from being displaced by overruns."
                    },
                    {
                        "name": "Observed speaking rate",
                        "kind": "measurement",
                        "unit_or_values": "words per minute over a specified sample, with language and pause-counting method recorded",
                        "why_it_matters": "Helps diagnose timing and comprehension issues without assuming a universal ideal rate."
                    },
                    {
                        "name": "Preparation state",
                        "kind": "state",
                        "unit_or_values": "briefed, outlined, drafted, rehearsed, ready with constraints, delivered, reviewed",
                        "why_it_matters": "Identifies the next useful action and any unresolved delivery constraints."
                    },
                    {
                        "name": "Audience participation format",
                        "kind": "category",
                        "unit_or_values": "uninterrupted address, questions during, questions after, moderated interaction, mixed",
                        "why_it_matters": "Sets expectations for turn-taking, interruption and facilitation."
                    },
                    {
                        "name": "Access requirements",
                        "kind": "state",
                        "unit_or_values": "identified requirements, provision status and unresolved gaps for hearing, vision, language and participation",
                        "why_it_matters": "Makes audience access part of readiness rather than an assumption."
                    }
                ],
                "affordances": [
                    "Classify a proposed address and flag ambiguous boundaries with conversation, performance or recorded media.",
                    "Develop an audience-specific speech outline with a clear purpose, supporting material and spoken transitions.",
                    "Check claims, quotations and examples for attributable support and appropriate disclosure.",
                    "Rehearse the address against its time allocation and identify cuts, prompts and recovery points.",
                    "Adapt delivery and audience interaction to the room, platform and access requirements.",
                    "Compare intended outcomes with observed feedback and propose specific revisions."
                ]
            },
            "sources": [],
            "structure": {
                "bundles": [
                    {
                        "id": "speaking-occasion-and-audience",
                        "name": "Speaking occasion and audience",
                        "description": "Establishes what makes this activity an audience address and whose needs and expectations shape it.",
                        "rationale": "A speech cannot be judged independently of its occasion, audience and speaker's authority.",
                        "layers": [
                            {
                                "id": "address-boundary",
                                "name": "Address boundary",
                                "description": "Identifies the speaking turn and resolves neighbouring activity boundaries.",
                                "findings": [
                                    {
                                        "id": "speaker-to-audience-address",
                                        "name": "Speaker-to-audience address",
                                        "description": "Record who addresses whom, how the speaking turn is established and whether listeners are present live or anticipated through a recording.",
                                        "questions": [
                                            {
                                                "text": "What establishes this activity as an address to an audience rather than an ordinary conversational exchange?",
                                                "kind": "definition",
                                                "id": "speaker-to-audience-address-q01"
                                            },
                                            {
                                                "text": "If the address is prerecorded or embedded in a performance, what inclusion rule applies?",
                                                "kind": "boundary",
                                                "id": "speaker-to-audience-address-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "audience-and-mandate",
                                "name": "Audience and mandate",
                                "description": "Connects the address to audience knowledge, expectations and the speaker's role.",
                                "findings": [
                                    {
                                        "id": "audience-expectations-and-speaker-role",
                                        "name": "Audience expectations and speaker role",
                                        "description": "Record the basis for audience assumptions, the invitation or occasion and whether the speaker represents anyone beyond themselves.",
                                        "questions": [
                                            {
                                                "text": "What is known about listeners' relevant knowledge, language and reasons for attending, and how was that learned?",
                                                "kind": "provenance",
                                                "id": "audience-expectations-and-speaker-role-q01"
                                            },
                                            {
                                                "text": "What may the speaker credibly and legitimately say on behalf of the host or another represented group?",
                                                "kind": "action",
                                                "id": "audience-expectations-and-speaker-role-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "rhetorical-purpose-and-message",
                        "name": "Rhetorical purpose and message",
                        "description": "Defines the intended audience outcome and the spoken route toward it.",
                        "rationale": "Public speaking requires selecting and ordering material that listeners can follow as it unfolds.",
                        "layers": [
                            {
                                "id": "purpose-and-spoken-structure",
                                "name": "Purpose and spoken structure",
                                "description": "Links the central message to an opening, progression and close suited to listening.",
                                "findings": [
                                    {
                                        "id": "audible-message-progression",
                                        "name": "Audible message progression",
                                        "description": "Record the intended takeaway, the sequence of main points and the signposts that help listeners follow without rereading.",
                                        "questions": [
                                            {
                                                "text": "What should listeners understand, feel or be able to do after the address?",
                                                "kind": "definition",
                                                "id": "audible-message-progression-q01"
                                            },
                                            {
                                                "text": "Which transitions, summaries or examples are needed to make the argument followable on a single hearing?",
                                                "kind": "action",
                                                "id": "audible-message-progression-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "support-and-rhetorical-responsibility",
                                "name": "Support and rhetorical responsibility",
                                "description": "Tracks the basis of substantive claims and the framing of persuasive or illustrative material.",
                                "findings": [
                                    {
                                        "id": "traceable-and-fair-support",
                                        "name": "Traceable and fair support",
                                        "description": "Record sources for claims and quotations, distinguish illustrative stories from evidence and identify qualifications listeners need to hear.",
                                        "questions": [
                                            {
                                                "text": "Which sources support the speech's consequential claims and quotations, and have they been checked?",
                                                "kind": "provenance",
                                                "id": "traceable-and-fair-support-q01"
                                            },
                                            {
                                                "text": "What uncertainty, sponsorship or limitation must be spoken aloud to avoid misleading the audience?",
                                                "kind": "action",
                                                "id": "traceable-and-fair-support-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "rehearsal-and-readiness",
                        "name": "Rehearsal and readiness",
                        "description": "Tests whether the planned address can be delivered within its real constraints.",
                        "rationale": "A workable written draft does not by itself establish readiness for timed spoken delivery.",
                        "layers": [
                            {
                                "id": "timing-and-content-load",
                                "name": "Timing and content load",
                                "description": "Assesses the duration and density of the address under representative delivery conditions.",
                                "findings": [
                                    {
                                        "id": "rehearsed-time-budget",
                                        "name": "Rehearsed time budget",
                                        "description": "Record rehearsal duration, pauses, demonstrations and reserved interaction time, together with prioritised cuts.",
                                        "questions": [
                                            {
                                                "text": "How long does a representative rehearsal take when pauses, slide changes and demonstrations are included?",
                                                "kind": "measurement",
                                                "id": "rehearsed-time-budget-q01"
                                            },
                                            {
                                                "text": "Which material can be shortened or omitted if the available speaking time is reduced?",
                                                "kind": "action",
                                                "id": "rehearsed-time-budget-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "prompts-and-recovery",
                                "name": "Prompts and recovery",
                                "description": "Prepares the speaker to continue through lost wording, interruptions or unavailable aids.",
                                "findings": [
                                    {
                                        "id": "delivery-mode-and-fallbacks",
                                        "name": "Delivery mode and fallbacks",
                                        "description": "Record the chosen delivery mode, usable prompts and rehearsed ways to resume the address without relying on perfect recall or equipment.",
                                        "questions": [
                                            {
                                                "text": "Which parts require exact wording, and which can be delivered from an outline?",
                                                "kind": "boundary",
                                                "id": "delivery-mode-and-fallbacks-q01"
                                            },
                                            {
                                                "text": "How will the speaker resume after losing their place or losing access to notes, slides or a teleprompter?",
                                                "kind": "action",
                                                "id": "delivery-mode-and-fallbacks-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "delivery-and-audience-access",
                        "name": "Delivery and audience access",
                        "description": "Examines whether the spoken and visual message reaches listeners under actual conditions.",
                        "rationale": "Delivery choices and access provisions determine whether an audience can receive the planned message.",
                        "layers": [
                            {
                                "id": "voice-and-embodied-delivery",
                                "name": "Voice and embodied delivery",
                                "description": "Assesses intelligibility, pacing and nonverbal choices relative to the audience and medium.",
                                "findings": [
                                    {
                                        "id": "perceptible-and-followable-delivery",
                                        "name": "Perceptible and followable delivery",
                                        "description": "Record observations about audibility, articulation, pauses, gesture and gaze without assuming one accent, body or cultural style is required.",
                                        "questions": [
                                            {
                                                "text": "What audience or rehearsal evidence indicates that the speech is audible and followable from relevant listening positions?",
                                                "kind": "measurement",
                                                "id": "perceptible-and-followable-delivery-q01"
                                            },
                                            {
                                                "text": "Which changes to pacing, emphasis, microphone use or physical delivery would address an observed comprehension problem?",
                                                "kind": "action",
                                                "id": "perceptible-and-followable-delivery-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "mediated-and-accessible-address",
                                "name": "Mediated and accessible address",
                                "description": "Coordinates slides, captions, interpretation and platform conditions with the spoken address.",
                                "findings": [
                                    {
                                        "id": "equivalent-access-to-the-message",
                                        "name": "Equivalent access to the message",
                                        "description": "Record how essential content reaches listeners who cannot rely on a particular audio, visual or language channel.",
                                        "questions": [
                                            {
                                                "text": "Which essential points depend solely on a visual, audio clip or untranslated phrase?",
                                                "kind": "boundary",
                                                "id": "equivalent-access-to-the-message-q01"
                                            },
                                            {
                                                "text": "What descriptions, captions, interpretation arrangements or accessible materials are needed for this audience?",
                                                "kind": "action",
                                                "id": "equivalent-access-to-the-message-q02"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    },
                    {
                        "id": "audience-interaction-and-outcomes",
                        "name": "Audience interaction and outcomes",
                        "description": "Governs audience participation and distinguishes observed results from assumed success.",
                        "rationale": "An address must accommodate listener responses and be assessed against its purpose rather than applause alone.",
                        "layers": [
                            {
                                "id": "questions-and-turn-management",
                                "name": "Questions and turn management",
                                "description": "Establishes how audience contributions enter the address and how the speaker handles them.",
                                "findings": [
                                    {
                                        "id": "bounded-and-responsive-interaction",
                                        "name": "Bounded and responsive interaction",
                                        "description": "Record participation rules, moderation responsibilities and ways to handle unclear, challenging or unanswerable questions.",
                                        "questions": [
                                            {
                                                "text": "When and through which channels may audience members contribute or ask questions?",
                                                "kind": "definition",
                                                "id": "bounded-and-responsive-interaction-q01"
                                            },
                                            {
                                                "text": "How should the speaker clarify a question, acknowledge an unknown or defer an answer beyond their mandate?",
                                                "kind": "action",
                                                "id": "bounded-and-responsive-interaction-q02"
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "id": "outcome-evidence-and-revision",
                                "name": "Outcome evidence and revision",
                                "description": "Connects feedback and observed audience responses to the intended outcome.",
                                "findings": [
                                    {
                                        "id": "purpose-linked-evaluation",
                                        "name": "Purpose-linked evaluation",
                                        "description": "Record evidence of comprehension, recall, response or subsequent action, keeping satisfaction and causal attribution distinct.",
                                        "questions": [
                                            {
                                                "text": "What evidence would show that this speech achieved its stated purpose, and when will it be collected?",
                                                "kind": "measurement",
                                                "id": "purpose-linked-evaluation-q01"
                                            },
                                            {
                                                "text": "Which revisions are supported by the feedback, and which conclusions remain uncertain because of sampling or other influences?",
                                                "kind": "action",
                                                "id": "purpose-linked-evaluation-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-confidence-notes",
                                        "name": "Check these first",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "The activity sense is assumed because no sense was recorded; the term can also name a skill or subject of instruction.",
                                            "Purpose and delivery method are intersecting classification dimensions, so the listed kinds are not mutually exclusive.",
                                            "Whether recorded addresses count as public speaking varies by definition; live remote addresses are commonly included."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-confidence-notes-q01",
                                                "text": "Which of these check these first hold for the sense of public speaking this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-kinds",
                                        "name": "Kinds and varieties",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "Informative speaking",
                                            "Persuasive speaking",
                                            "Ceremonial or special-occasion speaking",
                                            "Impromptu speaking",
                                            "Extemporaneous speaking",
                                            "Manuscript or memorised delivery"
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-kinds-q01",
                                                "text": "Which of these kinds and varieties hold for the sense of public speaking this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-real-world-use",
                                        "name": "Real-world use",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "Teaching, lectures, and public explanation",
                                            "Political speeches and civic advocacy",
                                            "Business presentations and project pitches",
                                            "Conference talks and professional knowledge sharing",
                                            "Toasts, eulogies, and other ceremonial addresses"
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-real-world-use-q01",
                                                "text": "Which of these real-world use hold for the sense of public speaking this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-measurements",
                                        "name": "Typical measurements",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            {
                                                "quantity": "Speech duration",
                                                "typical_range": "Determined by the event and allotted speaking time",
                                                "unit": "minutes"
                                            },
                                            {
                                                "quantity": "Speaking rate",
                                                "typical_range": "No universal range; depends on language, audience, content, and delivery purpose",
                                                "unit": "words per minute"
                                            },
                                            {
                                                "quantity": "Audience comprehension",
                                                "typical_range": "0-100 on a task-specific comprehension test",
                                                "unit": "percent correct"
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-measurements-q01",
                                                "text": "Which of these typical measurements hold for the sense of public speaking this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-failure-modes-and-hazards",
                                        "name": "Failure modes and hazards",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "Poor organisation or excessive information can prevent audiences from following the argument.",
                                            "Delivery that is inaudible, too rapid, or insufficiently explained can reduce comprehension.",
                                            "Speaking anxiety can disrupt preparation, fluency, or participation.",
                                            "Unsupported claims and misleading rhetoric can spread misinformation or manipulate audiences.",
                                            "Failure to accommodate language, hearing, vision, or other access needs can exclude audience members."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-failure-modes-and-hazards-q01",
                                                "text": "Which of these failure modes and hazards hold for the sense of public speaking this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-regional-variation",
                                        "name": "Regional variation",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            "Expectations for eye contact, gesture, emotional expression, and formality vary across cultures and settings.",
                                            "Conventions for audience interruption, questioning, and participation vary across institutions and communities.",
                                            "Rhetorical organisation, humour, and ceremonial conventions vary across languages and speech traditions."
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-regional-variation-q01",
                                                "text": "Which of these regional variation hold for the sense of public speaking this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    },
                                    {
                                        "id": "evidence-neighbours",
                                        "name": "Neighbouring kinds and how to tell them apart",
                                        "description": "Recalled without web access and unsourced; every item is a lead to verify.",
                                        "evidence": [
                                            {
                                                "name": "Conversation",
                                                "difference": "Conversation normally permits reciprocal turn-taking; public speaking assigns a more sustained speaking role to an individual addressing an audience."
                                            },
                                            {
                                                "name": "Rhetoric",
                                                "difference": "Rhetoric concerns principles and practices of effective discourse across media; public speaking is an oral activity that may apply them."
                                            },
                                            {
                                                "name": "Debate",
                                                "difference": "Debate involves opposing positions and opportunities for response; a public speech need not involve an opponent or rebuttal."
                                            },
                                            {
                                                "name": "Presentation",
                                                "difference": "A presentation can be visual or written without oral delivery; an orally delivered presentation to an audience is commonly public speaking."
                                            },
                                            {
                                                "name": "Acting",
                                                "difference": "Acting centres on performing a role or character; public speaking does not require character portrayal."
                                            }
                                        ],
                                        "questions": [
                                            {
                                                "id": "evidence-neighbours-q01",
                                                "text": "Which of these neighbouring kinds and how to tell them apart hold for the sense of public speaking this model covers, and on what evidence?",
                                                "kind": "provenance"
                                            }
                                        ]
                                    }
                                ]
                            }
                        ]
                    }
                ]
            },
            "openQuestions": [
                "Which definitions should govern inclusion of prerecorded addresses, livestreams without visible listeners and very small audience briefings?",
                "Where should the registry draw boundaries between public speaking, teaching, preaching, debate and theatrical monologue when one activity serves several functions?",
                "Which evaluation criteria are defensible across languages, cultures, disabilities and speaking styles without privileging a narrow performance norm?",
                "What evidence and observation periods are appropriate for assessing informative, persuasive and ceremonial outcomes, especially when later behaviour has multiple causes?",
                "How should audience expectations and access requirements be established when audience composition is unknown or changes during a live remote address?"
            ],
            "statistics": {
                "bundles": 6,
                "layers": 11,
                "findings": 17,
                "questions": 27
            }
        },
        "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 public speaking, record what state it is in, and decide what may be done with it.",
            "whatItIs": "Enable an AI agent to recognise a public-speaking activity, assess its readiness and audience fit, and identify appropriate preparation, delivery and follow-up actions.",
            "characteristics": {
                "substance": "activity",
                "origin": "conceptual",
                "agency": "inert"
            },
            "whatYouCanDoWithIt": [
                "observed and measured"
            ],
            "distinguishingFeatures": [
                "Names folded into this entry, which a task may need to split apart again: Proclamation of the republic in Germany, public lecture, political oratory, motivational speaking, human microphone.",
                "5 finer distinctions are held as aliases rather than separate entries, because telling them apart needs a task that asks for it.",
                "Described in 59 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 public speaking, 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": [
                {
                    "relation": "covers",
                    "note": "Finer kinds folded into this entry because telling them apart needs a task that asks for it. Each is a model waiting to be split out when one does.",
                    "targets": [
                        "Proclamation of the republic in Germany",
                        "public lecture",
                        "political oratory",
                        "motivational speaking",
                        "human microphone"
                    ]
                }
            ],
            "standing": "Described in 59 Wikipedia languages, which measures how widely it is written about rather than how important or how common it is. 5 finer distinctions are held inside this entry as names rather than as separate models.",
            "structure": {
                "bundles": [
                    {
                        "id": "identity-and-classification",
                        "name": "Identity, naming and classification",
                        "description": "How an agent tells one public speaking from another, and a public speaking 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 public speaking, 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 public speaking, 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 public speaking 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 public speaking, 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 public speaking, 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 public speaking 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 public speaking 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 public speaking, 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 public speaking, 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 public speaking 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 public speaking from the things most often confused with it.",
                                        "questions": [
                                            {
                                                "id": "distinguishing-features-q01",
                                                "text": "What identifies and describes what distinguishes a public speaking, 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 public speaking, 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 public speaking 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 public speaking 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 public speaking between them.",
                                        "questions": [
                                            {
                                                "id": "stages-and-transitions-q01",
                                                "text": "What identifies and describes the lifecycle of a public speaking, 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 public speaking, 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 public speaking 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 public speaking, how often and by whom.",
                                "findings": [
                                    {
                                        "id": "observation-record",
                                        "name": "Observation record",
                                        "description": "How an observation of a public speaking 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 public speaking, 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 public speaking, 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 public speaking 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 public speaking 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 public speaking, 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 public speaking and what marks it done.",
                                        "questions": [
                                            {
                                                "id": "steps-and-preconditions-q01",
                                                "text": "What identifies and describes a step of a public speaking, 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 public speaking, 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 public speaking 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 public speaking consumes and what it produces.",
                                "findings": [
                                    {
                                        "id": "inputs-and-outputs",
                                        "name": "Inputs, outputs and side effects",
                                        "description": "The resources a public speaking 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 public speaking, 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 public speaking, 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 public speaking 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 public speaking 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 public speaking 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 public speaking 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 public speaking 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 public speaking?",
                                                "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 public speaking?",
                                                "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 public speaking 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 public speaking and how confident it is.",
                                        "questions": [
                                            {
                                                "id": "claim-provenance-q01",
                                                "text": "What identifies and describes a claim about a public speaking, 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 public speaking, 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 public speaking 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 public speaking is retired without being erased.",
                                        "questions": [
                                            {
                                                "id": "validity-and-supersession-q01",
                                                "text": "What identifies and describes the validity of a claim about a public speaking, 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 public speaking, 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 public speaking 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
            }
        }
    }
}