Triple
T18761609
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanjin Group |
E458781
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Cho Choong-hoon
Cho Choong-hoon was a South Korean businessman best known as the founder of Hanjin Group, the conglomerate behind Korean Air and other major logistics and transportation businesses.
|
E1342523
|
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: Cho Choong-hoon | Statement: [Hanjin Group, foundedBy, Cho Choong-hoon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cho Choong-hoon Context triple: [Hanjin Group, foundedBy, Cho Choong-hoon]
-
A.
Sung-tae
Sung-tae is a Korean masculine given name commonly used in South Korea.
-
B.
Chung Mong-joon
Chung Mong-joon is a South Korean businessman and politician best known as a former vice-president of FIFA and a leading figure in the Hyundai chaebol family.
-
C.
Jeong Jin-soo
Jeong Jin-soo is the enigmatic and charismatic cult leader at the center of the South Korean dark fantasy series "Hellbound," whose prophecies about divine judgment drive the show's apocalyptic events.
-
D.
Kim Seung-kyum
Kim Seung-kyum is a South Korean four-star general who has served as the country’s top military officer, overseeing overall defense strategy and joint operations.
-
E.
Chung Mong-hun
Chung Mong-hun was a South Korean businessman best known as a former chairman of Hyundai Asan and a key figure in inter-Korean economic cooperation projects.
- 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: Cho Choong-hoon Triple: [Hanjin Group, foundedBy, Cho Choong-hoon]
Generated description
Cho Choong-hoon was a South Korean businessman best known as the founder of Hanjin Group, the conglomerate behind Korean Air and other major logistics and transportation businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cho Choong-hoon Target entity description: Cho Choong-hoon was a South Korean businessman best known as the founder of Hanjin Group, the conglomerate behind Korean Air and other major logistics and transportation businesses.
-
A.
Sung-tae
Sung-tae is a Korean masculine given name commonly used in South Korea.
-
B.
Chung Mong-joon
Chung Mong-joon is a South Korean businessman and politician best known as a former vice-president of FIFA and a leading figure in the Hyundai chaebol family.
-
C.
Jeong Jin-soo
Jeong Jin-soo is the enigmatic and charismatic cult leader at the center of the South Korean dark fantasy series "Hellbound," whose prophecies about divine judgment drive the show's apocalyptic events.
-
D.
Kim Seung-kyum
Kim Seung-kyum is a South Korean four-star general who has served as the country’s top military officer, overseeing overall defense strategy and joint operations.
-
E.
Chung Mong-hun
Chung Mong-hun was a South Korean businessman best known as a former chairman of Hyundai Asan and a key figure in inter-Korean economic cooperation projects.
- 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_69d8d395dba0819087568404508590cb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e58d7fd5008190823bc7e37fdd6669 |
completed | April 20, 2026, 2:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05470eb550819087e4f32098a73442 |
completed | May 14, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_6a0549e14de88190b1eb15a71fa8096c |
completed | May 14, 2026, 4:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a054a49696c8190878c6906f0e251e8 |
completed | May 14, 2026, 4:06 a.m. |
Created at: April 10, 2026, 11:52 a.m.