Triple
T22123721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deliver Us from Evil |
E546737
|
entity |
| Predicate | hasCastRole |
P36975
|
FINISHED |
| Object |
Hwang Jung-min as Ray
Hwang Jung-min as Ray is the lead portrayal of a ruthless yet complex contract killer in the South Korean action-thriller film "Deliver Us from Evil."
|
E1520663
|
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 Jung-min as Ray | Statement: [Deliver Us from Evil, hasCastRole, Hwang Jung-min as Ray]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hwang Jung-min as Ray Context triple: [Deliver Us from Evil, hasCastRole, Hwang Jung-min as Ray]
-
A.
Seong Gi-hun
Seong Gi-hun is the debt-ridden, down-on-his-luck protagonist of the South Korean series "Squid Game," whose moral struggles and desperation drive the story’s deadly competition.
-
B.
Oh Jun-ho
Oh Jun-ho is a South Korean roboticist best known for leading the development of the humanoid robot HUBO and advancing bipedal robotics research.
-
C.
Ryu Jong-hyun
Ryu Jong-hyun is a South Korean figure skating coach best known for having coached Olympic champion Yuna Kim earlier in her career.
-
D.
Cho Yang-ho
Cho Yang-ho was a South Korean businessman best known as the longtime chairman of Hanjin Group and its flagship airline, Korean Air.
-
E.
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.
- 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 Jung-min as Ray Triple: [Deliver Us from Evil, hasCastRole, Hwang Jung-min as Ray]
Generated description
Hwang Jung-min as Ray is the lead portrayal of a ruthless yet complex contract killer in the South Korean action-thriller film "Deliver Us from Evil."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hwang Jung-min as Ray Target entity description: Hwang Jung-min as Ray is the lead portrayal of a ruthless yet complex contract killer in the South Korean action-thriller film "Deliver Us from Evil."
-
A.
Seong Gi-hun
Seong Gi-hun is the debt-ridden, down-on-his-luck protagonist of the South Korean series "Squid Game," whose moral struggles and desperation drive the story’s deadly competition.
-
B.
Oh Jun-ho
Oh Jun-ho is a South Korean roboticist best known for leading the development of the humanoid robot HUBO and advancing bipedal robotics research.
-
C.
Ryu Jong-hyun
Ryu Jong-hyun is a South Korean figure skating coach best known for having coached Olympic champion Yuna Kim earlier in her career.
-
D.
Cho Yang-ho
Cho Yang-ho was a South Korean businessman best known as the longtime chairman of Hanjin Group and its flagship airline, Korean Air.
-
E.
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.
- 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_69e11e39bf348190b541bfa16a7b71e0 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1298016e081909d00015ca516d9fd |
completed | April 28, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8f21bf1881909efdda72f353b58b |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a932edc2c81909c014a21ac087cbd |
completed | May 18, 2026, 4:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a93a6adbc8190b7075d7ce81fb943 |
completed | May 18, 2026, 4:20 a.m. |
Created at: April 16, 2026, 8:31 p.m.