Triple

T832351
Position Surface form Disambiguated ID Type / Status
Subject Expo 2020 E17992 entity
Predicate subtheme P20138 FINISHED
Object Opportunity
Opportunity is one of the three main subthemes of Expo 2020, focusing on unlocking the potential of individuals and communities to shape a better future.
E98038 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Opportunity | Statement: [Expo 2020, subtheme, Opportunity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Opportunity
Context triple: [Expo 2020, subtheme, Opportunity]
  • A. The Opportunity
    The Opportunity is a Caroline-era stage comedy by English dramatist James Shirley, known for its intricate plotting and witty exploration of love and social ambition.
  • B. Trailblazer
    Trailblazer is a business and leadership book by Salesforce CEO Marc Benioff that explores how companies can drive innovation and growth while prioritizing values, social impact, and stakeholder capitalism.
  • C. Chancy
    Chancy is a small Swiss municipality located at the western tip of the canton of Geneva, near the border with France.
  • D. Surefire
    "Surefire" is a song by the American singer-songwriter Jon Bellion, featured on his album "The Human Condition."
  • E. Barriers
    Barriers is a 1986 book by Noam Chomsky that develops key aspects of generative syntax, particularly within the Government and Binding framework, by introducing the concept of "barriers" to syntactic movement.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Opportunity
Triple: [Expo 2020, subtheme, Opportunity]
Generated description
Opportunity is one of the three main subthemes of Expo 2020, focusing on unlocking the potential of individuals and communities to shape a better future.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Opportunity
Target entity description: Opportunity is one of the three main subthemes of Expo 2020, focusing on unlocking the potential of individuals and communities to shape a better future.
  • A. The Opportunity
    The Opportunity is a Caroline-era stage comedy by English dramatist James Shirley, known for its intricate plotting and witty exploration of love and social ambition.
  • B. Trailblazer
    Trailblazer is a business and leadership book by Salesforce CEO Marc Benioff that explores how companies can drive innovation and growth while prioritizing values, social impact, and stakeholder capitalism.
  • C. Chancy
    Chancy is a small Swiss municipality located at the western tip of the canton of Geneva, near the border with France.
  • D. Surefire
    "Surefire" is a song by the American singer-songwriter Jon Bellion, featured on his album "The Human Condition."
  • E. Barriers
    Barriers is a 1986 book by Noam Chomsky that develops key aspects of generative syntax, particularly within the Government and Binding framework, by introducing the concept of "barriers" to syntactic movement.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: subtheme
Context triple: [Expo 2020, subtheme, Opportunity]
  • A. subtitle
    Indicates that one work serves as a secondary or explanatory title to another, typically appearing beneath the main title.
  • B. theme
    Indicates the entity that is the primary participant or content affected or characterized by an action, event, or state.
  • C. subgenre
    Indicates that one genre is a more specific, subordinate category within a broader parent genre.
  • D. subtheory
    Indicates that one theory is a component, specialization, or restricted part of another, more general theory.
  • E. subfamily
    Indicates that one taxonomic group is a subfamily within a larger family, representing an intermediate rank in biological classification.
  • F. None of above. chosen

Provenance (7 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a4937c9c188190aaa216f6b466f452 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abb647988190950e1790bcfa60a5 completed March 1, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d9991488190808adb29d3ad6273 completed March 3, 2026, 11:24 p.m.
NEDg Description generation batch_69a7799f87f08190ad393ce92c938030 completed March 4, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69a77a2ef9d08190abc60490b4409d79 completed March 4, 2026, 12:17 a.m.
PD Predicate disambiguation batch_69a4aa7b3d2481909199f7c9f305bdfe completed March 1, 2026, 9:07 p.m.
PDg Predicate description generation batch_69a4ab60fea8819098ce3269181897d1 completed March 1, 2026, 9:10 p.m.
Created at: March 1, 2026, 7:38 p.m.