Triple

T1351715
Position Surface form Disambiguated ID Type / Status
Subject Ulsan E28895 entity
Predicate hasUNISTAbbreviation P789 FINISHED
Object UNIST
UNIST is a leading South Korean science and technology research university located in Ulsan, known for its strong emphasis on engineering, innovation, and interdisciplinary research.
E174992 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: UNIST | Statement: [Ulsan, hasUNISTAbbreviation, UNIST]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UNIST
Context triple: [Ulsan, hasUNISTAbbreviation, UNIST]
  • A. Chungnam National University
    Chungnam National University is a major national research university in South Korea known for its comprehensive academic programs and strong emphasis on science and technology, located in the city of Daejeon.
  • B. KAIST
    KAIST is a leading South Korean research university renowned for its strengths in science, engineering, and technology.
  • C. University of Ulsan
    The University of Ulsan is a major private research university in Ulsan, South Korea, known for its strong engineering and industrial cooperation programs.
  • D. Pusan National University
    Pusan National University is a major national research university in South Korea known for its comprehensive academic programs and strong regional influence in the city of Busan.
  • E. Yonsei University
    Yonsei University is one of South Korea’s leading private research universities, renowned for its strong international programs and membership in prestigious global academic networks.
  • 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: UNIST
Triple: [Ulsan, hasUNISTAbbreviation, UNIST]
Generated description
UNIST is a leading South Korean science and technology research university located in Ulsan, known for its strong emphasis on engineering, innovation, and interdisciplinary research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UNIST
Target entity description: UNIST is a leading South Korean science and technology research university located in Ulsan, known for its strong emphasis on engineering, innovation, and interdisciplinary research.
  • A. Chungnam National University
    Chungnam National University is a major national research university in South Korea known for its comprehensive academic programs and strong emphasis on science and technology, located in the city of Daejeon.
  • B. KAIST
    KAIST is a leading South Korean research university renowned for its strengths in science, engineering, and technology.
  • C. University of Ulsan
    The University of Ulsan is a major private research university in Ulsan, South Korea, known for its strong engineering and industrial cooperation programs.
  • D. Pusan National University
    Pusan National University is a major national research university in South Korea known for its comprehensive academic programs and strong regional influence in the city of Busan.
  • E. Yonsei University
    Yonsei University is one of South Korea’s leading private research universities, renowned for its strong international programs and membership in prestigious global academic networks.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasUNISTAbbreviation
Context triple: [Ulsan, hasUNISTAbbreviation, UNIST]
  • A. universityAbbreviation chosen
    Indicates that one term is the standard shortened or abbreviated form of the name of a university.
  • B. hasNameAbbreviation
    Indicates that an entity is associated with a shortened or abbreviated form of its full name.
  • C. hasFlagshipInstitution
    Indicates that one entity serves as the primary or leading institution associated with another entity, such as an organization, system, or network.
  • D. hasPublicUniversityCampus
    Indicates that a public university maintains or operates a campus at the specified location.
  • E. hasTechnicalUniversity
    Indicates that a place or organization possesses or hosts a technical university as part of its institutions or infrastructure.
  • F. None of above.

Provenance (6 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26b1b4881908ae4b1b2c9b268a0 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad293ab8508190ac321c898cd3df39 completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2d23e14881909fc5a4d89c0b74f4 completed March 8, 2026, 8:02 a.m.
NED2 Entity disambiguation (via description) batch_69ad2ded1d548190b0c51c460a751017 completed March 8, 2026, 8:06 a.m.
PD Predicate disambiguation batch_69a4bef5857c81909ae984feb85a26ca completed March 1, 2026, 10:34 p.m.
Created at: March 1, 2026, 7:56 p.m.