Triple

T16535405
Position Surface form Disambiguated ID Type / Status
Subject Suwon E401676 entity
Predicate hasUniversity P113 FINISHED
Object Gyeonggi University of Science and Technology
Gyeonggi University of Science and Technology is a higher education institution in Suwon, South Korea, specializing in science and technology-focused vocational and practical training programs.
 E1271351 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: Gyeonggi University of Science and Technology | Statement: [Suwon, hasUniversity, Gyeonggi University of Science and Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gyeonggi University of Science and Technology
Context triple: [Suwon, hasUniversity, Gyeonggi University of Science and Technology]
  • A. Seoul National University of Science and Technology
    Seoul National University of Science and Technology is a leading public university in Seoul, South Korea, specializing in science, engineering, and technology education and research.
  • B. Pyeongtaek University
    Pyeongtaek University is a higher education institution located in Pyeongtaek, South Korea, offering a range of undergraduate and graduate programs.
  • C. Korea University College of Engineering
    Korea University College of Engineering is a leading engineering school in South Korea known for its strong research output and comprehensive undergraduate and graduate programs across multiple engineering disciplines.
  • D. 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.
  • E. Gyeongsang National University
    Gyeongsang National University is a major national research university in South Korea known for its comprehensive academic programs and regional influence.
  • 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: Gyeonggi University of Science and Technology
Triple: [Suwon, hasUniversity, Gyeonggi University of Science and Technology]
Generated description
Gyeonggi University of Science and Technology is a higher education institution in Suwon, South Korea, specializing in science and technology-focused vocational and practical training programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gyeonggi University of Science and Technology
Target entity description: Gyeonggi University of Science and Technology is a higher education institution in Suwon, South Korea, specializing in science and technology-focused vocational and practical training programs.
  • A. Seoul National University of Science and Technology
    Seoul National University of Science and Technology is a leading public university in Seoul, South Korea, specializing in science, engineering, and technology education and research.
  • B. Pyeongtaek University
    Pyeongtaek University is a higher education institution located in Pyeongtaek, South Korea, offering a range of undergraduate and graduate programs.
  • C. Korea University College of Engineering
    Korea University College of Engineering is a leading engineering school in South Korea known for its strong research output and comprehensive undergraduate and graduate programs across multiple engineering disciplines.
  • D. 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.
  • E. Gyeongsang National University
    Gyeongsang National University is a major national research university in South Korea known for its comprehensive academic programs and regional influence.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e345574d88819094548367bf983078 completed April 18, 2026, 8:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c1e589e081908b12287aa3b05bb6 completed May 11, 2026, 11:47 a.m.
NEDg Description generation batch_6a01c2c7e32c8190a17307722f5eb50d completed May 11, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_6a01c33ec9c0819081f7ab7cd8c0eb42 completed May 11, 2026, 11:53 a.m.
Created at: April 10, 2026, 5:15 a.m.