Triple

T2565710
Position Surface form Disambiguated ID Type / Status
Subject Yonsei University E57345 entity
Predicate memberOf P10 FINISHED
Object SKY universities
SKY universities are South Korea’s three most prestigious and competitive universities—Seoul National, Korea, and Yonsei—widely seen as the country’s top-tier higher education institutions.
E279910 NE FINISHED

How this triple was built (4 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: SKY universities | Statement: [Yonsei University, memberOf, SKY universities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SKY universities
Context triple: [Yonsei University, memberOf, SKY universities]
  • A. Universia
    Universia is an Ibero-American university network and online platform that connects higher education institutions across Spanish- and Portuguese-speaking countries to promote collaboration, academic resources, and educational services.
  • B. RK University
    RK University is a private higher education institution located near Rajkot in the Indian state of Gujarat, offering a range of undergraduate and postgraduate programs across disciplines such as engineering, management, pharmacy, and sciences.
  • C. CEPT University
    CEPT University is a leading Indian institution in Ahmedabad renowned for its programs in architecture, planning, design, and built environment studies.
  • D. The Open University
    The Open University is a UK-based public distance-learning and research university renowned for providing flexible higher education to students worldwide.
  • E. Bird College
    Bird College is a performing arts institution in Sidcup, England, best known for its specialist training in dance, music, and theatre.
  • 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: SKY universities
Triple: [Yonsei University, memberOf, SKY universities]
Generated description
SKY universities are South Korea’s three most prestigious and competitive universities—Seoul National, Korea, and Yonsei—widely seen as the country’s top-tier higher education institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SKY universities
Target entity description: SKY universities are South Korea’s three most prestigious and competitive universities—Seoul National, Korea, and Yonsei—widely seen as the country’s top-tier higher education institutions.
  • A. Universia
    Universia is an Ibero-American university network and online platform that connects higher education institutions across Spanish- and Portuguese-speaking countries to promote collaboration, academic resources, and educational services.
  • B. RK University
    RK University is a private higher education institution located near Rajkot in the Indian state of Gujarat, offering a range of undergraduate and postgraduate programs across disciplines such as engineering, management, pharmacy, and sciences.
  • C. CEPT University
    CEPT University is a leading Indian institution in Ahmedabad renowned for its programs in architecture, planning, design, and built environment studies.
  • D. The Open University
    The Open University is a UK-based public distance-learning and research university renowned for providing flexible higher education to students worldwide.
  • E. Bird College
    Bird College is a performing arts institution in Sidcup, England, best known for its specialist training in dance, music, and theatre.
  • F. None of above. chosen

Provenance (5 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_69ab4a4ef9008190a0e6d4422b9418b7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd35ef22c8190966612cc75f69eca completed March 7, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69af6562d6f08190a2be483b06a789cc completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af669436208190901d1f34592c1a42 completed March 10, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69af6760cf7c8190bb681f573828049e completed March 10, 2026, 12:35 a.m.
Created at: March 6, 2026, 9:48 p.m.