Triple
T16739995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Motor Group |
E406809
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object | Chung Ju-yung |
E416557
|
NE FINISHED |
How this triple was built (2 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: Chung Ju-yung | Statement: [Hyundai Motor Group, foundedBy, Chung Ju-yung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chung Ju-yung Context triple: [Hyundai Motor Group, foundedBy, Chung Ju-yung]
-
A.
Chung Ju-yung
chosen
Chung Ju-yung was a South Korean entrepreneur and industrialist who built the Hyundai conglomerate into one of the country’s largest and most influential business empires.
-
B.
Hwang Jang-suk
Hwang Jang-suk is the wife of acclaimed South Korean actor Song Kang-ho.
-
C.
Paik Sun-yup
Paik Sun-yup was a South Korean army general renowned for his pivotal leadership during the Korean War and for helping to modernize South Korea’s armed forces.
-
D.
Choi Yong-gon
Choi Yong-gon was a Korean independence activist and military leader who later became a prominent North Korean politician, serving as the country's head of state.
-
E.
Jang Kum-song
Jang Kum-song was the daughter of senior North Korean official Kim Kyong-hui and thus a member of North Korea’s ruling Kim family.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e39c3d4fa48190b0db8f10a39d3ad8 |
completed | April 18, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d50df9c81909452f330eb4336e4 |
completed | May 10, 2026, 2:59 p.m. |
Created at: April 10, 2026, 5:20 a.m.