Triple
T19411124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broker |
E485589
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Sang-hyun
Sang-hyun is a central character in the South Korean film "Broker," involved in an illicit baby box scheme that explores themes of family, morality, and redemption.
|
E1379346
|
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: Sang-hyun | Statement: [Broker, featuresCharacter, Sang-hyun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sang-hyun Context triple: [Broker, featuresCharacter, Sang-hyun]
-
A.
Seonghwan
Seonghwan is a locality in South Korea historically noted as the site of the Battle of Seonghwan during the First Sino-Japanese War.
-
B.
Jinhae
Jinhae is a coastal district in Changwon, South Korea, best known for its large naval base and famous annual cherry blossom festival.
-
C.
Chung-ho
Chung-ho is the former romanized name of Zhonghe District, a populous urban district in New Taipei City, Taiwan.
-
D.
Sung-kyu
Sung-kyu is a Korean given name commonly used for males.
-
E.
Seungkwan
Seungkwan is a South Korean singer and main vocalist of the K-pop boy group Seventeen, known for his powerful vocals, variety show presence, and bright personality.
- 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: Sang-hyun Triple: [Broker, featuresCharacter, Sang-hyun]
Generated description
Sang-hyun is a central character in the South Korean film "Broker," involved in an illicit baby box scheme that explores themes of family, morality, and redemption.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sang-hyun Target entity description: Sang-hyun is a central character in the South Korean film "Broker," involved in an illicit baby box scheme that explores themes of family, morality, and redemption.
-
A.
Seonghwan
Seonghwan is a locality in South Korea historically noted as the site of the Battle of Seonghwan during the First Sino-Japanese War.
-
B.
Jinhae
Jinhae is a coastal district in Changwon, South Korea, best known for its large naval base and famous annual cherry blossom festival.
-
C.
Chung-ho
Chung-ho is the former romanized name of Zhonghe District, a populous urban district in New Taipei City, Taiwan.
-
D.
Sung-kyu
Sung-kyu is a Korean given name commonly used for males.
-
E.
Seungkwan
Seungkwan is a South Korean singer and main vocalist of the K-pop boy group Seventeen, known for his powerful vocals, variety show presence, and bright personality.
- 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_69d8e8d5162481909db12435d9535c1a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e62af4cc0c81909056b5e2ee574ab1 |
completed | April 20, 2026, 1:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07470ba3ec8190aaedf1f4056769fe |
completed | May 15, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_6a07482641588190bb63c21a2d5013ca |
completed | May 15, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0748f20a4c81909f6a596a27ca7581 |
completed | May 15, 2026, 4:25 p.m. |
Created at: April 10, 2026, 1:37 p.m.