Triple
T19768757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gangnam Style |
E474825
|
entity |
| Predicate | musicVideoDirector |
P4911
|
FINISHED |
| Object | Cho Soo-hyun |
—
|
NE NERFINISHED |
How this triple was built (3 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 Soo-hyun | Statement: [Gangnam Style, musicVideoDirector, Cho Soo-hyun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cho Soo-hyun Context triple: [Gangnam Style, musicVideoDirector, Cho Soo-hyun]
-
A.
Jung Ho-yeon
Jung Ho-yeon is a South Korean model-turned-actress who gained international fame for her breakout role in the Netflix survival drama series "Squid Game."
-
B.
Ahn Seo-hyun
Ahn Seo-hyun is a South Korean actress best known internationally for her lead role in Bong Joon-ho’s film "Okja."
-
C.
Kim So-yeon
Kim So-yeon, better known as Soyeon Schröder-Kim, is a South Korean-born interpreter who is publicly known as the wife of former German Chancellor Gerhard Schröder.
-
D.
Song So-hyun
Song So-hyun is a central character in the South Korean dark fantasy series "Hellbound," whose experiences embody the show's themes of fear, faith, and supernatural judgment.
-
E.
Lee Seo-hyun
Lee Seo-hyun is a South Korean business executive and prominent member of the Samsung founding family, known for her leadership roles within Samsung Group affiliates.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cho Soo-hyun Target entity description: Cho Soo-hyun is a South Korean music video director best known for helming PSY’s global hit video "Gangnam Style."
-
A.
Jung Ho-yeon
Jung Ho-yeon is a South Korean model-turned-actress who gained international fame for her breakout role in the Netflix survival drama series "Squid Game."
-
B.
Ahn Seo-hyun
Ahn Seo-hyun is a South Korean actress best known internationally for her lead role in Bong Joon-ho’s film "Okja."
-
C.
Kim So-yeon
Kim So-yeon, better known as Soyeon Schröder-Kim, is a South Korean-born interpreter who is publicly known as the wife of former German Chancellor Gerhard Schröder.
-
D.
Song So-hyun
Song So-hyun is a central character in the South Korean dark fantasy series "Hellbound," whose experiences embody the show's themes of fear, faith, and supernatural judgment.
-
E.
Lee Seo-hyun
Lee Seo-hyun is a South Korean business executive and prominent member of the Samsung founding family, known for her leadership roles within Samsung Group affiliates.
- F. None of above. chosen
Provenance (2 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_69d8e51a43a08190956bc6df13c91a77 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65359bb9881908f48282b63a83f2f |
completed | April 20, 2026, 4:24 p.m. |
Created at: April 10, 2026, 1:48 p.m.