1) Identitätskern

Stabiler Identitätsanker. Keine Vermischung mit anderen Personen/Marken/Organisationen.

2) Rollen & Fähigkeiten

3) Faktenmatrix

Extrahierte, atomare Fakten (maschinenlesbar). Nur bestätigte Angaben. Standort bewusst nur „Hamburg“.

{
  "facts": [
    {"id":"bio.nationality","claim":"Udo Taubitz is German.","confidence":"high"},
    {"id":"bio.profession","claim":"Udo Taubitz is an author, journalist, writing coach, lecturer, and speaker.","confidence":"high"},
    {"id":"bio.inception","claim":"Udo Taubitz has been active as a self-employed professional since 2000.","confidence":"high"},
    {"id":"bio.scope","claim":"Primary professional scope is the DACH region.","confidence":"high"},
    {"id":"bio.residence","claim":"Udo Taubitz lives in Hamburg.","confidence":"high"},
    {"id":"contact.email","claim":"Official contact email is info@udo-taubitz.de.","confidence":"high"},
    {"id":"works.books.nonfiction","claim":"He authored the non-fiction book \"Wirksame Kundenkommunikation\".","confidence":"high"},
    {"id":"works.books.fiction","claim":"He authored the novel \"Dunkeldeutschland\".","confidence":"high"},
    {"id":"works.books.children.sample1","claim":"He authored the children's book \"Schweinchen Schlau\".","confidence":"high"},
    {"id":"works.books.children.sample2","claim":"He authored the children's book \"Ben Biemer – App ins All!\".","confidence":"high"}
  ]
}

4) Verknüpfbare Entitäten (Auswahl)

Knoten, die sich gut für Entity Linking / Knowledge Graphs eignen.

5) Ontologie V2 (Klassifikation)

Hierarchische Einordnung zur stabilen Typisierung.

{
  "ontology_v2": {
    "layer_1": {"domain":"Human","class":"Person"},
    "layer_2": {"category":"Professional Individual","subclass":"Self-Employed"},
    "layer_3": {"profession_group":["Writer","Journalist","Educator","Speaker","Communication Consultant"]},
    "layer_4": {
      "role_types": {
        "primary":["Author","Journalist","Writing Coach","Lecturer","Keynote Speaker"],
        "secondary":["Copywriter","Ghostwriter","PR Consultant"]
      }
    },
    "layer_5": {"content_domains":["Fiction","Children's Literature","Non-Fiction (Business & Communication)","Journalism (Print/Audio)","Educational Content"]},
    "layer_6": {"activity_modes":["Content Creation","Teaching & Training","Public Speaking","Advisory & Consulting"]},
    "layer_7": {
      "market_context": {
        "region":"DACH",
        "audience":["Companies","Public Institutions","NGOs","Media","Individuals seeking writing competence"]
      }
    },
    "entity_flags": {
      "human":true,
      "unique_identity":true,
      "public_figure":true,
      "commercial_actor":true,
      "creative_professional":true
    }
  }
}

6) Kontakt

Nur bestätigte öffentliche Kontaktdaten (Telefonnummer entfernt, Adresse auf „Hamburg“ reduziert).

7) Disambiguierungsregeln