Triple
T7628598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kia Motors |
E172700
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Kim Cheol-ho
Kim Cheol-ho was a South Korean industrialist and entrepreneur best known as the founder of the automotive company Kia Motors.
|
E679021
|
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: Kim Cheol-ho | Statement: [Kia Motors, foundedBy, Kim Cheol-ho]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kim Cheol-ho Context triple: [Kia Motors, foundedBy, Kim Cheol-ho]
-
A.
Heo Sung-tae
Heo Sung-tae is a South Korean actor known for his intense character roles in film and television, gaining international recognition for his performance in the hit series "Squid Game."
-
B.
Kang Cheol
Kang Cheol is the younger brother of Kang Sae-byeok, a North Korean defector character in the South Korean series "Squid Game."
-
C.
Kim Jung-soo
Kim Jung-soo is a South Korean architect best known for designing the National Assembly Building in Seoul.
-
D.
Jang Deok-su
Jang Deok-su is a brutal, debt-ridden gangster who serves as one of the primary antagonists in the South Korean survival drama series "Squid Game."
-
E.
An Chang-ho
An Chang-ho was a prominent Korean independence activist, educator, and nationalist leader who played a key role in shaping modern Korean identity and reform movements in the early 20th century.
- 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: Kim Cheol-ho Triple: [Kia Motors, foundedBy, Kim Cheol-ho]
Generated description
Kim Cheol-ho was a South Korean industrialist and entrepreneur best known as the founder of the automotive company Kia Motors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kim Cheol-ho Target entity description: Kim Cheol-ho was a South Korean industrialist and entrepreneur best known as the founder of the automotive company Kia Motors.
-
A.
Heo Sung-tae
Heo Sung-tae is a South Korean actor known for his intense character roles in film and television, gaining international recognition for his performance in the hit series "Squid Game."
-
B.
Kang Cheol
Kang Cheol is the younger brother of Kang Sae-byeok, a North Korean defector character in the South Korean series "Squid Game."
-
C.
Kim Jung-soo
Kim Jung-soo is a South Korean architect best known for designing the National Assembly Building in Seoul.
-
D.
Jang Deok-su
Jang Deok-su is a brutal, debt-ridden gangster who serves as one of the primary antagonists in the South Korean survival drama series "Squid Game."
-
E.
An Chang-ho
An Chang-ho was a prominent Korean independence activist, educator, and nationalist leader who played a key role in shaping modern Korean identity and reform movements in the early 20th century.
- 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_69c699517e348190bd3348b6889200f2 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa831f508190ab2f72326cdf4497 |
completed | March 27, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89ab1132481909e525e90764df041 |
completed | March 29, 2026, 3:21 a.m. |
| NEDg | Description generation | batch_69c89b9d22e88190b08543c975ce7898 |
completed | March 29, 2026, 3:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89c2e62848190a5339707ba401772 |
completed | March 29, 2026, 3:27 a.m. |
Created at: March 27, 2026, 3:56 p.m.