Triple
T2288187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yoo Soon-taek |
E51441
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Ehwa Womans University (attended, did not graduate)
Ehwa Womans University (attended, did not graduate) is a prestigious private women’s university in Seoul, South Korea, renowned for its influential role in women’s higher education and leadership development.
|
E253073
|
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: Ehwa Womans University (attended, did not graduate) | Statement: [Yoo Soon-taek, educatedAt, Ehwa Womans University (attended, did not graduate)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ehwa Womans University (attended, did not graduate) Context triple: [Yoo Soon-taek, educatedAt, Ehwa Womans University (attended, did not graduate)]
-
A.
Dong-A University
Dong-A University is a major private research university in Busan, South Korea, known for its comprehensive academic programs and multiple urban campuses.
-
B.
Hanbat National University
Hanbat National University is a public university in South Korea known for its strong engineering, technology, and design programs.
-
C.
Hanseo University Pyeongtaek Campus
Hanseo University Pyeongtaek Campus is a South Korean higher education campus of Hanseo University located in the city of Pyeongtaek, offering a range of undergraduate and graduate programs.
-
D.
Daegu University
Daegu University is a South Korean higher education institution known for its comprehensive academic programs and strong emphasis on social welfare and special education.
-
E.
Busan Catholic University
Busan Catholic University is a private Catholic higher education institution located in Busan, South Korea.
- 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: Ehwa Womans University (attended, did not graduate) Triple: [Yoo Soon-taek, educatedAt, Ehwa Womans University (attended, did not graduate)]
Generated description
Ehwa Womans University (attended, did not graduate) is a prestigious private women’s university in Seoul, South Korea, renowned for its influential role in women’s higher education and leadership development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ehwa Womans University (attended, did not graduate) Target entity description: Ehwa Womans University (attended, did not graduate) is a prestigious private women’s university in Seoul, South Korea, renowned for its influential role in women’s higher education and leadership development.
-
A.
Dong-A University
Dong-A University is a major private research university in Busan, South Korea, known for its comprehensive academic programs and multiple urban campuses.
-
B.
Hanbat National University
Hanbat National University is a public university in South Korea known for its strong engineering, technology, and design programs.
-
C.
Hanseo University Pyeongtaek Campus
Hanseo University Pyeongtaek Campus is a South Korean higher education campus of Hanseo University located in the city of Pyeongtaek, offering a range of undergraduate and graduate programs.
-
D.
Daegu University
Daegu University is a South Korean higher education institution known for its comprehensive academic programs and strong emphasis on social welfare and special education.
-
E.
Busan Catholic University
Busan Catholic University is a private Catholic higher education institution located in Busan, South Korea.
- 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_69a88b09c644819090b503456d96bf70 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc2497ce881909b05eb9cec67d9e7 |
completed | March 7, 2026, 6:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f1b2a7c8190aa836f9feba2ce1a |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae8004fb6c81908f9fb1678f608419 |
completed | March 9, 2026, 8:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae809ebfdc8190ae404d5711a58b59 |
completed | March 9, 2026, 8:11 a.m. |
Created at: March 4, 2026, 7:48 p.m.