Triple
T17811891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheongju |
E444728
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Cheongju University
Cheongju University is a private higher education institution in Cheongju, South Korea, offering a range of undergraduate and graduate programs across various disciplines.
|
E1290841
|
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: Cheongju University | Statement: [Cheongju, hasUniversity, Cheongju University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheongju University Context triple: [Cheongju, hasUniversity, Cheongju University]
-
A.
Chungbuk National University
Chungbuk National University is a major national research university in South Korea, located in the Chungcheong region and known for its comprehensive undergraduate and graduate programs across diverse fields.
-
B.
Sungkyul University
Sungkyul University is a South Korean higher education institution known for producing alumni such as actor Wi Ha-joon.
-
C.
Kyungsung University
Kyungsung University is a private higher education institution located in Busan, South Korea, known for its programs in humanities, social sciences, arts, and media.
-
D.
Gyeongsang National University
Gyeongsang National University is a major national research university in South Korea known for its comprehensive academic programs and regional influence.
-
E.
Soonchunhyang University
Soonchunhyang University is a private South Korean university known for its strong medical and health sciences programs and comprehensive undergraduate and graduate offerings.
- 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: Cheongju University Triple: [Cheongju, hasUniversity, Cheongju University]
Generated description
Cheongju University is a private higher education institution in Cheongju, South Korea, offering a range of undergraduate and graduate programs across various disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheongju University Target entity description: Cheongju University is a private higher education institution in Cheongju, South Korea, offering a range of undergraduate and graduate programs across various disciplines.
-
A.
Chungbuk National University
Chungbuk National University is a major national research university in South Korea, located in the Chungcheong region and known for its comprehensive undergraduate and graduate programs across diverse fields.
-
B.
Sungkyul University
Sungkyul University is a South Korean higher education institution known for producing alumni such as actor Wi Ha-joon.
-
C.
Kyungsung University
Kyungsung University is a private higher education institution located in Busan, South Korea, known for its programs in humanities, social sciences, arts, and media.
-
D.
Gyeongsang National University
Gyeongsang National University is a major national research university in South Korea known for its comprehensive academic programs and regional influence.
-
E.
Soonchunhyang University
Soonchunhyang University is a private South Korean university known for its strong medical and health sciences programs and comprehensive undergraduate and graduate offerings.
- 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4887b5e50819098506f0b92d709b5 |
completed | April 19, 2026, 7:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0306eda2bc8190909739e01af1b9ad |
completed | May 12, 2026, 10:54 a.m. |
| NEDg | Description generation | batch_6a0307bd9d2c8190a55e726180c8c547 |
completed | May 12, 2026, 10:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03080d46fc8190890000cfd0ede60e |
completed | May 12, 2026, 10:59 a.m. |
Created at: April 10, 2026, 10:14 a.m.