Triple
T22180982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Changwon |
E548165
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Changwon National University |
—
|
NE NERFINISHED |
How this triple was built (3 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: Changwon National University | Statement: [Changwon, hasUniversity, Changwon National University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changwon National University Context triple: [Changwon, hasUniversity, Changwon National University]
-
A.
Chonnam National University
Chonnam National University is a major national research university in South Korea known for its comprehensive academic programs and central role in higher education in the Gwangju region.
-
B.
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.
-
C.
Gyeongsang National University
Gyeongsang National University is a major national research university in South Korea known for its comprehensive academic programs and regional influence.
-
D.
Sungkyul University
Sungkyul University is a South Korean higher education institution known for producing alumni such as actor Wi Ha-joon.
-
E.
Incheon National University
Incheon National University is a national public research university in Incheon, South Korea, known for its focus on global education and industry-academic cooperation.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Changwon National University Target entity description: Changwon National University is a public higher education institution in Changwon, South Korea, known for its programs in engineering, natural sciences, and humanities.
-
A.
Chonnam National University
Chonnam National University is a major national research university in South Korea known for its comprehensive academic programs and central role in higher education in the Gwangju region.
-
B.
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.
-
C.
Gyeongsang National University
Gyeongsang National University is a major national research university in South Korea known for its comprehensive academic programs and regional influence.
-
D.
Sungkyul University
Sungkyul University is a South Korean higher education institution known for producing alumni such as actor Wi Ha-joon.
-
E.
Incheon National University
Incheon National University is a national public research university in Incheon, South Korea, known for its focus on global education and industry-academic cooperation.
- F. None of above. chosen
Provenance (2 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_69e11e3d53f88190a2b690e3f25bb062 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12aa4d4ac8190922b919c15623963 |
completed | April 28, 2026, 9:46 p.m. |
Created at: April 16, 2026, 8:35 p.m.