Triple
T21869328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oldboy |
E539962
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Hwang Jo-yoon
Hwang Jo-yoon is a South Korean screenwriter best known for co-writing the acclaimed neo-noir revenge film "Oldboy."
|
E1521583
|
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: Hwang Jo-yoon | Statement: [Oldboy, screenwriter, Hwang Jo-yoon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hwang Jo-yoon Context triple: [Oldboy, screenwriter, Hwang Jo-yoon]
-
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.
Ko Woo-rim
Ko Woo-rim is a South Korean classical crossover singer best known as a member of the vocal quartet Forestella and for being married to figure skating champion Yuna Kim.
-
C.
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.
-
D.
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."
-
E.
Kim Seung-yeon
Kim Seung-yeon is a South Korean businessman best known as the longtime chairman and leader of the Hanwha Group conglomerate.
- 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: Hwang Jo-yoon Triple: [Oldboy, screenwriter, Hwang Jo-yoon]
Generated description
Hwang Jo-yoon is a South Korean screenwriter best known for co-writing the acclaimed neo-noir revenge film "Oldboy."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hwang Jo-yoon Target entity description: Hwang Jo-yoon is a South Korean screenwriter best known for co-writing the acclaimed neo-noir revenge film "Oldboy."
-
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.
Ko Woo-rim
Ko Woo-rim is a South Korean classical crossover singer best known as a member of the vocal quartet Forestella and for being married to figure skating champion Yuna Kim.
-
C.
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.
-
D.
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."
-
E.
Kim Seung-yeon
Kim Seung-yeon is a South Korean businessman best known as the longtime chairman and leader of the Hanwha Group conglomerate.
- 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_69e0c478f59081909d54302b57fc1ce3 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f0f334362c819094af465ee57b47e6 |
completed | April 28, 2026, 5:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a96e5e0308190a6dc4c4d5192b774 |
completed | May 18, 2026, 4:34 a.m. |
| NEDg | Description generation | batch_6a0a98873d44819099d861571a21bb4e |
completed | May 18, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a990173b88190ae92852b24456e85 |
completed | May 18, 2026, 4:43 a.m. |
Created at: April 16, 2026, 6:57 p.m.