Triple
T6079907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heo Sung-tae |
E135495
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Beyond Evil
Beyond Evil is a critically acclaimed South Korean psychological crime thriller drama series centered on two detectives obsessively pursuing a serial killer in a small town.
|
E565985
|
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: Beyond Evil | Statement: [Heo Sung-tae, notableWork, Beyond Evil]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beyond Evil Context triple: [Heo Sung-tae, notableWork, Beyond Evil]
-
A.
Force of Evil
Force of Evil is a 1948 American film noir crime drama, directed by Abraham Polonsky and starring John Garfield, that explores corruption and moral conflict within New York’s numbers racket.
-
B.
Career of Evil
Career of Evil is a crime novel in the Cormoran Strike detective series, published under J. K. Rowling’s pseudonym Robert Galbraith.
-
C.
Speak No Evil
Speak No Evil is a landmark 1964 jazz album by saxophonist Wayne Shorter, celebrated for its sophisticated compositions and quintessential post-bop sound.
-
D.
Deliver Us from Evil
Deliver Us from Evil is a South Korean action-thriller film featuring Lee Jung-jae in a prominent role, known for its intense violence and stylish, noir-inspired storytelling.
-
E.
Deliver Us from Evil
Deliver Us from Evil is a 2014 supernatural horror film in which Eric Bana plays a New York police officer who investigates a series of disturbing and seemingly demonic crimes.
- 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: Beyond Evil Triple: [Heo Sung-tae, notableWork, Beyond Evil]
Generated description
Beyond Evil is a critically acclaimed South Korean psychological crime thriller drama series centered on two detectives obsessively pursuing a serial killer in a small town.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beyond Evil Target entity description: Beyond Evil is a critically acclaimed South Korean psychological crime thriller drama series centered on two detectives obsessively pursuing a serial killer in a small town.
-
A.
Force of Evil
Force of Evil is a 1948 American film noir crime drama, directed by Abraham Polonsky and starring John Garfield, that explores corruption and moral conflict within New York’s numbers racket.
-
B.
Career of Evil
Career of Evil is a crime novel in the Cormoran Strike detective series, published under J. K. Rowling’s pseudonym Robert Galbraith.
-
C.
Speak No Evil
Speak No Evil is a landmark 1964 jazz album by saxophonist Wayne Shorter, celebrated for its sophisticated compositions and quintessential post-bop sound.
-
D.
Deliver Us from Evil
Deliver Us from Evil is a South Korean action-thriller film featuring Lee Jung-jae in a prominent role, known for its intense violence and stylish, noir-inspired storytelling.
-
E.
Deliver Us from Evil
Deliver Us from Evil is a 2014 supernatural horror film in which Eric Bana plays a New York police officer who investigates a series of disturbing and seemingly demonic crimes.
- 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_69c0087ad31c8190ab936e0ff28614b6 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0577209b88190afe5b1365cf6436d |
completed | March 22, 2026, 8:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11d4dc7ec8190baeede11ac27e229 |
completed | March 23, 2026, 11 a.m. |
| NEDg | Description generation | batch_69c11dc2becc8190991c444357755dec |
completed | March 23, 2026, 11:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11ed987e08190bf7065d04d9c3a0c |
completed | March 23, 2026, 11:07 a.m. |
Created at: March 22, 2026, 4:11 p.m.