Namespace msh: = http://example.org/ontologies/MovieSHACL3#
· All classes are owl:Class + sh:NodeShape
An open RDF knowledge graph of film award nominations across six major award systems — Oscars, BAFTA, Golden Globes, SAG, DGA, and PGA. The published foundation pairs an OWL/SHACL ontology with decades of historical nomination data, structured so any consumer can load, query, and enrich it using their own tools and data sources. Films and people carry external identifiers (IMDb, TMDB, Wikidata) that serve as the bridge to richer data — budgets, ratings, cast and crew credits, festival awards — enabling predictive modeling and longitudinal analysis.
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ML models trained on the enriched graph to predict award outcomes. The foundation's uniform schema across award systems makes precursor signals (SAG, BAFTA, DGA, PGA, Golden Globes) directly comparable as features.
Added as RDF overlays using the foundation's external identifiers (TMDB, IMDb, Wikidata IDs). The published graph defines the schema slots but leaves values for consumers to populate.
Derived automatically from the foundation via SHACL rules and inverse paths. Nominations are not silos — they connect films, people, and award systems into a unified graph that can be queried across systems without ad-hoc joins.
The published data foundation. The ontology defines the shared vocabulary; the instance data populates it. All nomination files share the same Film and Person URIs — a person nominated at the Oscars and the BAFTAs is the same node in the graph.
| Class | Object Properties (→ target class) | Required datatype props | Optional datatype props |
|---|---|---|---|
| Film | hasDirector, hasActor, hasProducer, hasWriter, hasComposer, hasCinematographer (→ Person) hasGenre (→ Genre) · hasIdentifier (→ Identifier) |
title · releaseYear | tmdbId, imdbId, wikidataId, runtime, language, country, productionCompany, budget, revenue, tmdbRating, tmdbPopularity, originalLanguage, releaseDate, imdbRating, rottenTomatoesScore, metacriticScore, mpaaRating, boxOffice, synopsis, enrichedAt |
| Person | hasIdentifier (→ Identifier) nominatedFor (→ Film, SPARQL-derived) |
fullName | birthYear, birthPlace, biography, tmdbPersonId, entityType ∈ {PERSON, ORGANIZATION} |
| Nomination | hasCeremony [1] (→ AwardCeremony) hasCategory [1] · hasCanonCategory (→ AwardCategory) hasFilm (→ Film) · hasNominee (→ Person) |
yearFilm · winner | nomineeType ∈ {FILM, PERSON, COLLABORATION}, previousNominations, previousWins, submittingCountry, note |
| AwardSystem | — | systemName · shortName | description |
| AwardCeremony | hasAwardSystem [1] (→ AwardSystem) | yearCeremony · ceremonyName | ceremonyDate |
| AwardCategory | hasAwardSystem [1] (→ AwardSystem) realizationOf (→ AwardConcept) |
categoryName | description |
| AwardConcept | — | — | description |
| Identifier | scheme [1] (→ IdentifierScheme) | value | — |
| IdentifierScheme | — | — | instances: imdb · tmdb · wikidata |
| ForecastSet | hasForecast (→ Forecast) | — | forecastSetSystem, forecastSetCategory, forecastSetYear, forecastSetLoggedAt, forecastSetModelType, forecastSetFeatures, forecastSetAUC, forecastSetTop1Pct, forecastSetSource ∈ {model, kalshi_market} |
| Forecast | predictsNomination (→ Nomination) | — | forecastQuestion · forecastProbability · loggedAt |
[1] = exactly one required · Dotted arrows = inverse navigation paths (sh:inversePath) or SPARQL-derived properties · Dashed arrows = subClassOf inheritance