Triple
T20387088
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cho |
E497986
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Cho Yi-hyun
Cho Yi-hyun is a South Korean actress known for her roles in television dramas and web series, including the popular zombie thriller "All of Us Are Dead."
|
E1473567
|
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 Yi-hyun | Statement: [Cho, hasNotableBearer, Cho Yi-hyun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cho Yi-hyun Context triple: [Cho, hasNotableBearer, Cho Yi-hyun]
-
A.
Cho Soo-hyun
Cho Soo-hyun is a South Korean music video director best known for helming PSY’s global hit video "Gangnam Style."
-
B.
Cho Jae-hyun
Cho Jae-hyun is a South Korean actor and film producer known for his frequent collaborations with director Kim Ki-duk and his prominent roles in Korean cinema and television.
-
C.
Wi Hyun-yi
Wi Hyun-yi is the birth name of South Korean actor and model Wi Ha-joon, known internationally for his roles in popular Korean dramas and films.
-
D.
Yi Yeon
Yi Yeon is the birth name of King Seonjo, the fourteenth monarch of Korea’s Joseon dynasty, who ruled during the late 16th century including the period of the Japanese invasions.
-
E.
Cho Yo-han
Cho Yo-han is the Korean birth name of John Cho, a Korean American actor best known for his roles in the "Harold & Kumar" films and the "Star Trek" reboot series.
- 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 Yi-hyun Triple: [Cho, hasNotableBearer, Cho Yi-hyun]
Generated description
Cho Yi-hyun is a South Korean actress known for her roles in television dramas and web series, including the popular zombie thriller "All of Us Are Dead."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cho Yi-hyun Target entity description: Cho Yi-hyun is a South Korean actress known for her roles in television dramas and web series, including the popular zombie thriller "All of Us Are Dead."
-
A.
Cho Soo-hyun
Cho Soo-hyun is a South Korean music video director best known for helming PSY’s global hit video "Gangnam Style."
-
B.
Cho Jae-hyun
Cho Jae-hyun is a South Korean actor and film producer known for his frequent collaborations with director Kim Ki-duk and his prominent roles in Korean cinema and television.
-
C.
Wi Hyun-yi
Wi Hyun-yi is the birth name of South Korean actor and model Wi Ha-joon, known internationally for his roles in popular Korean dramas and films.
-
D.
Yi Yeon
Yi Yeon is the birth name of King Seonjo, the fourteenth monarch of Korea’s Joseon dynasty, who ruled during the late 16th century including the period of the Japanese invasions.
-
E.
Cho Yo-han
Cho Yo-han is the Korean birth name of John Cho, a Korean American actor best known for his roles in the "Harold & Kumar" films and the "Star Trek" reboot series.
- 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_6a0986cab218819094dca848ea8ae19e |
completed | May 17, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_6a09876a38788190b2cef66b9d0c2f73 |
completed | May 17, 2026, 9:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09881c2d4c8190ab2cdf5dc99a43b0 |
completed | May 17, 2026, 9:19 a.m. |
Created at: April 16, 2026, 11:28 a.m.