Triple
T20387077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cho |
E497986
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Cho Byung-hyun
Cho Byung-hyun is a South Korean individual notable enough to be specifically distinguished among people with the surname Cho, likely for achievements in fields such as sports, arts, or public life.
|
E1533338
|
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 Byung-hyun | Statement: [Cho, hasNotableBearer, Cho Byung-hyun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cho Byung-hyun Context triple: [Cho, hasNotableBearer, Cho Byung-hyun]
-
A.
Cho Sang-woo
Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-successful investment banker whose desperation and moral decline drive much of the show's tension and drama.
-
B.
Oh Hyeon-gyu
Oh Hyeon-gyu is a South Korean professional footballer known for playing as a forward, including for the national team and in European club football.
-
C.
Lee Byung-chul
Lee Byung-chul was a South Korean entrepreneur and industrialist best known as the founder of the Samsung business empire, which grew into one of the world’s largest conglomerates.
-
D.
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.
-
E.
Jeon Bong-jun
Jeon Bong-jun was a prominent late 19th-century Korean peasant leader who spearheaded the Donghak Peasant Rebellion against corrupt officials and foreign influence in Joseon 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: Cho Byung-hyun Triple: [Cho, hasNotableBearer, Cho Byung-hyun]
Generated description
Cho Byung-hyun is a South Korean individual notable enough to be specifically distinguished among people with the surname Cho, likely for achievements in fields such as sports, arts, or public life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cho Byung-hyun Target entity description: Cho Byung-hyun is a South Korean individual notable enough to be specifically distinguished among people with the surname Cho, likely for achievements in fields such as sports, arts, or public life.
-
A.
Cho Sang-woo
Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-successful investment banker whose desperation and moral decline drive much of the show's tension and drama.
-
B.
Oh Hyeon-gyu
Oh Hyeon-gyu is a South Korean professional footballer known for playing as a forward, including for the national team and in European club football.
-
C.
Lee Byung-chul
Lee Byung-chul was a South Korean entrepreneur and industrialist best known as the founder of the Samsung business empire, which grew into one of the world’s largest conglomerates.
-
D.
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.
-
E.
Jeon Bong-jun
Jeon Bong-jun was a prominent late 19th-century Korean peasant leader who spearheaded the Donghak Peasant Rebellion against corrupt officials and foreign influence in Joseon 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_69e0b4a71ebc8190b153a36c738730f4 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6790c935881908f901d058e6a83a9 |
completed | April 20, 2026, 7:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae99b7ec48190b3ddfe3bf61ab8fb |
completed | May 18, 2026, 10:27 a.m. |
| NEDg | Description generation | batch_6a0aea2e16f881909311d0ad4694a7df |
completed | May 18, 2026, 10:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aeabfc9a08190b7eefb232ac07ed8 |
completed | May 18, 2026, 10:32 a.m. |
Created at: April 16, 2026, 11:28 a.m.