Triple
T13992446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gumi, South Korea |
E336613
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Kumoh National Institute of Technology
Kumoh National Institute of Technology is a national science and engineering-focused university located in Gumi, South Korea.
|
E1073711
|
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: Kumoh National Institute of Technology | Statement: [Gumi, South Korea, hasUniversity, Kumoh National Institute of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kumoh National Institute of Technology Context triple: [Gumi, South Korea, hasUniversity, Kumoh National Institute of Technology]
-
A.
Kim Chaek University of Technology
Kim Chaek University of Technology is a leading North Korean institution of higher education in Pyongyang, specializing in engineering and scientific 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.
Inha University
Inha University is a prominent private research university located in Incheon, South Korea, known for its strong engineering, science, and technology programs.
-
E.
Hanyang University
Hanyang University is a major private research university in Seoul, South Korea, renowned for its engineering, technology, and industry-linked education and innovation.
- 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: Kumoh National Institute of Technology Triple: [Gumi, South Korea, hasUniversity, Kumoh National Institute of Technology]
Generated description
Kumoh National Institute of Technology is a national science and engineering-focused university located in Gumi, South Korea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kumoh National Institute of Technology Target entity description: Kumoh National Institute of Technology is a national science and engineering-focused university located in Gumi, South Korea.
-
A.
Kim Chaek University of Technology
Kim Chaek University of Technology is a leading North Korean institution of higher education in Pyongyang, specializing in engineering and scientific 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.
Inha University
Inha University is a prominent private research university located in Incheon, South Korea, known for its strong engineering, science, and technology programs.
-
E.
Hanyang University
Hanyang University is a major private research university in Seoul, South Korea, renowned for its engineering, technology, and industry-linked education and innovation.
- 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_69d81c639e808190a0e4b4f3d31c6a59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2eb3b5d881909f15a1e08bb202f3 |
completed | April 14, 2026, 12:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbac98ca448190b585ef69a4e4bfca |
completed | May 6, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69fbae8f83f481909ac16d4bb66ea79d |
completed | May 6, 2026, 9:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbaf702c94819095347e2599ae9931 |
completed | May 6, 2026, 9:15 p.m. |
Created at: April 9, 2026, 10:19 p.m.