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Tyrin Todd
2026-04-25 21:29:55 -07:00
parent 056bb78697
commit c503ad5d0f
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README.md
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---
{}
---

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config.json Normal file
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{
"model": null,
"signature": {
"description": "Classify the Wikipedia article excerpt into all three levels of the DBpedia ontology hierarchy: L1 (9 classes), L2 (70 classes), and L3 (219 classes).\nAs you reason, note any uncertainties, ambiguities, and gaps \u2014 both in how the instructions apply to the task at hand and in whether you have the knowledge needed to solve it. Be honest in your reasoning when you are unsure about your answer.",
"properties": {
"text": {
"__dspy_field_type": "input",
"desc": "Wikipedia article excerpt to classify.",
"prefix": "Text:",
"title": "Text",
"type": "string"
},
"reasoning": {
"__dspy_field_type": "output",
"desc": "Step-by-step reasoning, including uncertainty, ambiguity, or uncertainty in your thought process when relevant.",
"prefix": "Reasoning:",
"title": "Reasoning",
"type": "string"
},
"l1_class": {
"__dspy_field_type": "output",
"desc": "Top-level DBpedia ontology category. One of: Agent, Device, Event, Place, Species, SportsSeason, TopicalConcept, UnitOfWork, Work.",
"enum": [
"Agent",
"Device",
"Event",
"Place",
"Species",
"SportsSeason",
"TopicalConcept",
"UnitOfWork",
"Work"
],
"prefix": "L 1 Class:",
"title": "L1 Class",
"type": "string"
},
"l2_class": {
"__dspy_field_type": "output",
"desc": "Second-level DBpedia ontology subcategory (must be a valid subcategory of the chosen L1).",
"enum": [
"Actor",
"AmusementParkAttraction",
"Animal",
"Artist",
"Athlete",
"BodyOfWater",
"Boxer",
"BritishRoyalty",
"Broadcaster",
"Building",
"Cartoon",
"CelestialBody",
"Cleric",
"ClericalAdministrativeRegion",
"Coach",
"Comic",
"ComicsCharacter",
"Company",
"Database",
"EducationalInstitution",
"Engine",
"Eukaryote",
"FictionalCharacter",
"FloweringPlant",
"FootballLeagueSeason",
"Genre",
"GridironFootballPlayer",
"Group",
"Horse",
"Infrastructure",
"LegalCase",
"MotorcycleRider",
"MusicalArtist",
"MusicalWork",
"NaturalEvent",
"NaturalPlace",
"Olympics",
"Organisation",
"OrganisationMember",
"PeriodicalLiterature",
"Person",
"Plant",
"Politician",
"Presenter",
"Race",
"RaceTrack",
"RacingDriver",
"RouteOfTransportation",
"Satellite",
"Scientist",
"Settlement",
"SocietalEvent",
"Software",
"Song",
"SportFacility",
"SportsEvent",
"SportsLeague",
"SportsManager",
"SportsTeam",
"SportsTeamSeason",
"Station",
"Stream",
"Tournament",
"Tower",
"Venue",
"VolleyballPlayer",
"WinterSportPlayer",
"Wrestler",
"Writer",
"WrittenWork"
],
"prefix": "L 2 Class:",
"title": "L2 Class",
"type": "string"
},
"l3_class": {
"__dspy_field_type": "output",
"desc": "Third-level DBpedia ontology subcategory (must be a valid subcategory of the chosen L2).",
"enum": [
"AcademicJournal",
"AdultActor",
"Airline",
"Airport",
"Album",
"AmateurBoxer",
"Ambassador",
"AmericanFootballPlayer",
"Amphibian",
"AnimangaCharacter",
"Anime",
"Arachnid",
"Architect",
"ArtificialSatellite",
"ArtistDiscography",
"Astronaut",
"AustralianFootballTeam",
"AustralianRulesFootballPlayer",
"AutomobileEngine",
"BadmintonPlayer",
"Band",
"Bank",
"Baronet",
"BaseballLeague",
"BaseballPlayer",
"BaseballSeason",
"BasketballLeague",
"BasketballPlayer",
"BasketballTeam",
"BeachVolleyballPlayer",
"BeautyQueen",
"BiologicalDatabase",
"Bird",
"Bodybuilder",
"Brewery",
"Bridge",
"BroadcastNetwork",
"BusCompany",
"BusinessPerson",
"CanadianFootballTeam",
"Canal",
"Canoeist",
"Cardinal",
"Castle",
"Cave",
"Chef",
"ChessPlayer",
"ChristianBishop",
"ClassicalMusicArtist",
"ClassicalMusicComposition",
"CollegeCoach",
"Comedian",
"ComicStrip",
"ComicsCreator",
"Congressman",
"Conifer",
"Convention",
"CricketGround",
"CricketTeam",
"Cricketer",
"Crustacean",
"CultivatedVariety",
"Curler",
"Cycad",
"CyclingRace",
"CyclingTeam",
"Cyclist",
"Dam",
"DartsPlayer",
"Diocese",
"Earthquake",
"Economist",
"Election",
"Engineer",
"Entomologist",
"EurovisionSongContestEntry",
"FashionDesigner",
"Fern",
"FigureSkater",
"FilmFestival",
"Fish",
"FootballMatch",
"FormulaOneRacer",
"Fungus",
"GaelicGamesPlayer",
"Galaxy",
"Glacier",
"GolfCourse",
"GolfPlayer",
"GolfTournament",
"Governor",
"GrandPrix",
"Grape",
"GreenAlga",
"Gymnast",
"HandballPlayer",
"HandballTeam",
"Historian",
"HistoricBuilding",
"HockeyTeam",
"HollywoodCartoon",
"HorseRace",
"HorseRider",
"HorseTrainer",
"Hospital",
"Hotel",
"IceHockeyLeague",
"IceHockeyPlayer",
"Insect",
"Jockey",
"Journalist",
"Judge",
"LacrossePlayer",
"Lake",
"LawFirm",
"Legislature",
"Library",
"Lighthouse",
"Magazine",
"Manga",
"MartialArtist",
"Mayor",
"Medician",
"MemberOfParliament",
"MilitaryConflict",
"MilitaryPerson",
"MilitaryUnit",
"MixedMartialArtsEvent",
"Model",
"Mollusca",
"Monarch",
"Moss",
"Mountain",
"MountainPass",
"MountainRange",
"Museum",
"MusicFestival",
"MusicGenre",
"Musical",
"MythologicalFigure",
"NCAATeamSeason",
"NascarDriver",
"NationalFootballLeagueSeason",
"NetballPlayer",
"Newspaper",
"Noble",
"OfficeHolder",
"OlympicEvent",
"Painter",
"Philosopher",
"Photographer",
"Planet",
"Play",
"PlayboyPlaymate",
"Poem",
"Poet",
"PokerPlayer",
"PoliticalParty",
"Pope",
"President",
"PrimeMinister",
"Prison",
"PublicTransitSystem",
"Publisher",
"RaceHorse",
"Racecourse",
"RadioHost",
"RadioStation",
"RailwayLine",
"RailwayStation",
"RecordLabel",
"Religious",
"Reptile",
"Restaurant",
"River",
"Road",
"RoadTunnel",
"RollerCoaster",
"Rower",
"RugbyClub",
"RugbyLeague",
"RugbyPlayer",
"Saint",
"School",
"ScreenWriter",
"Senator",
"ShoppingMall",
"Single",
"Skater",
"Skier",
"SoapCharacter",
"SoccerClubSeason",
"SoccerLeague",
"SoccerManager",
"SoccerPlayer",
"SoccerTournament",
"SolarEclipse",
"SpeedwayRider",
"SportsTeamMember",
"SquashPlayer",
"Stadium",
"SumoWrestler",
"SupremeCourtOfTheUnitedStatesCase",
"Swimmer",
"TableTennisPlayer",
"TelevisionStation",
"TennisPlayer",
"TennisTournament",
"Theatre",
"Town",
"TradeUnion",
"University",
"VideoGame",
"Village",
"VoiceActor",
"Volcano",
"Winery",
"WomensTennisAssociationTournament",
"WrestlingEvent"
],
"prefix": "L 3 Class:",
"title": "L3 Class",
"type": "string"
}
},
"required": [
"text",
"reasoning",
"l1_class",
"l2_class",
"l3_class"
],
"title": "DBPediaHardJudgeSig",
"type": "object"
}
}

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program.json Normal file
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{
"traces": [],
"train": [],
"demos": [],
"signature": {
"instructions": "Classify the Wikipedia article excerpt into all three levels of the DBpedia ontology hierarchy: L1 (9 classes), L2 (70 classes), and L3 (219 classes).\nAs you reason, note any uncertainties, ambiguities, and gaps \u2014 both in how the instructions apply to the task at hand and in whether you have the knowledge needed to solve it. Be honest in your reasoning when you are unsure about your answer.",
"fields": [
{
"prefix": "Text:",
"description": "Wikipedia article excerpt to classify."
},
{
"prefix": "Reasoning:",
"description": "Step-by-step reasoning, including uncertainty, ambiguity, or uncertainty in your thought process when relevant."
},
{
"prefix": "L 1 Class:",
"description": "Top-level DBpedia ontology category. One of: Agent, Device, Event, Place, Species, SportsSeason, TopicalConcept, UnitOfWork, Work."
},
{
"prefix": "L 2 Class:",
"description": "Second-level DBpedia ontology subcategory (must be a valid subcategory of the chosen L1)."
},
{
"prefix": "L 3 Class:",
"description": "Third-level DBpedia ontology subcategory (must be a valid subcategory of the chosen L2)."
}
]
},
"lm": {
"model": "together_ai/Qwen/Qwen2.5-7B-Instruct-Turbo",
"model_type": "chat",
"cache": true,
"num_retries": 3,
"finetuning_model": null,
"launch_kwargs": {},
"train_kwargs": {},
"temperature": null,
"max_tokens": null
},
"metadata": {
"dependency_versions": {
"python": "3.11",
"dspy": "3.1.3",
"cloudpickle": "3.1"
}
}
}