Triple
T9293940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheonan |
E223590
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Hoseo University (Cheonan campus)
Hoseo University (Cheonan campus) is a private Christian university campus in Cheonan, South Korea, known for its practical, industry-oriented education and research programs.
|
E792434
|
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: Hoseo University (Cheonan campus) | Statement: [Cheonan, hasUniversity, Hoseo University (Cheonan campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hoseo University (Cheonan campus) Context triple: [Cheonan, hasUniversity, Hoseo University (Cheonan campus)]
-
A.
Dankook University (Cheonan campus)
Dankook University (Cheonan campus) is a major private South Korean university campus located in the city of Cheonan, known for its diverse academic programs and modern facilities.
-
B.
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.
-
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.
Gunsan University
Gunsan University is a national public university in Gunsan, South Korea, offering a range of undergraduate and graduate programs across multiple disciplines.
-
E.
Sungkyul University
Sungkyul University is a South Korean higher education institution known for producing alumni such as actor Wi Ha-joon.
- 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: Hoseo University (Cheonan campus) Triple: [Cheonan, hasUniversity, Hoseo University (Cheonan campus)]
Generated description
Hoseo University (Cheonan campus) is a private Christian university campus in Cheonan, South Korea, known for its practical, industry-oriented education and research programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hoseo University (Cheonan campus) Target entity description: Hoseo University (Cheonan campus) is a private Christian university campus in Cheonan, South Korea, known for its practical, industry-oriented education and research programs.
-
A.
Dankook University (Cheonan campus)
Dankook University (Cheonan campus) is a major private South Korean university campus located in the city of Cheonan, known for its diverse academic programs and modern facilities.
-
B.
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.
-
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.
Gunsan University
Gunsan University is a national public university in Gunsan, South Korea, offering a range of undergraduate and graduate programs across multiple disciplines.
-
E.
Sungkyul University
Sungkyul University is a South Korean higher education institution known for producing alumni such as actor Wi Ha-joon.
- 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_69ca8423edb08190bc0c91287a484768 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd089a2ed0819086b2e4219ff2453e |
completed | April 1, 2026, 11:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e3865ef081909f5f258cac44ae8b |
completed | April 4, 2026, 10:10 a.m. |
| NEDg | Description generation | batch_69d0e502b68081909a9f9476421ba9b5 |
completed | April 4, 2026, 10:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e5af7360819096c6295de0ce5f32 |
completed | April 4, 2026, 10:19 a.m. |
Created at: March 30, 2026, 7:35 p.m.