Triple
T14371985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samsung Trading Company |
E356378
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
South Korean entrepreneur Lee Byung-chul
Lee Byung-chul was a pioneering South Korean entrepreneur best known as the founder of Samsung, which he built into one of the world's largest and most influential conglomerates.
|
E1095366
|
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: South Korean entrepreneur Lee Byung-chul | Statement: [Samsung Trading Company, foundedBy, South Korean entrepreneur Lee Byung-chul]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Korean entrepreneur Lee Byung-chul Context triple: [Samsung Trading Company, foundedBy, South Korean entrepreneur Lee Byung-chul]
-
A.
Kitack Lim
Kitack Lim is a South Korean maritime administrator and diplomat who served as Secretary-General of the International Maritime Organization, the United Nations agency responsible for regulating global shipping.
-
B.
Ahn Byung-mu
Ahn Byung-mu was a South Korean theologian and biblical scholar who became a leading figure in developing Minjung theology, a movement emphasizing the liberation and lived experiences of oppressed people.
-
C.
SangYup Lee
SangYup Lee is a prominent South Korean automobile designer known for leading Hyundai’s global design direction, including acclaimed models like the Ioniq 5.
-
D.
Do Ho Suh
Do Ho Suh is a South Korean contemporary artist known for his intricate sculptures and installations that explore themes of home, memory, and personal space.
-
E.
Kim Hock
Kim Hock is a former Singaporean badminton player, better known as Yap Kim Hock, who achieved international success in men's doubles.
- 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: South Korean entrepreneur Lee Byung-chul Triple: [Samsung Trading Company, foundedBy, South Korean entrepreneur Lee Byung-chul]
Generated description
Lee Byung-chul was a pioneering South Korean entrepreneur best known as the founder of Samsung, which he built into one of the world's largest and most influential conglomerates.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Korean entrepreneur Lee Byung-chul Target entity description: Lee Byung-chul was a pioneering South Korean entrepreneur best known as the founder of Samsung, which he built into one of the world's largest and most influential conglomerates.
-
A.
Kitack Lim
Kitack Lim is a South Korean maritime administrator and diplomat who served as Secretary-General of the International Maritime Organization, the United Nations agency responsible for regulating global shipping.
-
B.
Ahn Byung-mu
Ahn Byung-mu was a South Korean theologian and biblical scholar who became a leading figure in developing Minjung theology, a movement emphasizing the liberation and lived experiences of oppressed people.
-
C.
SangYup Lee
SangYup Lee is a prominent South Korean automobile designer known for leading Hyundai’s global design direction, including acclaimed models like the Ioniq 5.
-
D.
Do Ho Suh
Do Ho Suh is a South Korean contemporary artist known for his intricate sculptures and installations that explore themes of home, memory, and personal space.
-
E.
Kim Hock
Kim Hock is a former Singaporean badminton player, better known as Yap Kim Hock, who achieved international success in men's doubles.
- 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_69d8279163a081908aec45c0e3f1e02f |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8fb2082c8190b42cc5f2bab4f574 |
completed | April 14, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c5363a081909681b54c1d8218dc |
completed | May 8, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fd4e795948819097c43e30902f1654 |
completed | May 8, 2026, 2:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4f04d7ec819095b64d4811440166 |
completed | May 8, 2026, 2:48 a.m. |
Created at: April 10, 2026, 1:15 a.m.