Triple
T20387092
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cho |
E497986
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Cho Sung-hwan
Cho Sung-hwan is a South Korean individual notable enough to be recognized as a prominent bearer of the Korean surname Cho.
|
E1540915
|
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: Cho Sung-hwan | Statement: [Cho, hasNotableBearer, Cho Sung-hwan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cho Sung-hwan Context triple: [Cho, hasNotableBearer, Cho Sung-hwan]
-
A.
Cho Sang-woo
Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-successful investment banker whose desperation and moral decline drive much of the show's tension and drama.
-
B.
Jeong Jin-soo
Jeong Jin-soo is the enigmatic and charismatic cult leader at the center of the South Korean dark fantasy series "Hellbound," whose prophecies about divine judgment drive the show's apocalyptic events.
-
C.
Moon Sung-keun
Moon Sung-keun is a South Korean actor and former politician known for his roles in socially conscious films and television dramas.
-
D.
Jeong Won-oh
Jeong Won-oh is a South Korean politician who serves as the mayor of Seoul's Seongdong District.
-
E.
Jeong Hyeong-don
Jeong Hyeong-don is a South Korean comedian and television host best known for his work on popular variety shows such as "Infinite Challenge" and "Weekly Idol."
- 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: Cho Sung-hwan Triple: [Cho, hasNotableBearer, Cho Sung-hwan]
Generated description
Cho Sung-hwan is a South Korean individual notable enough to be recognized as a prominent bearer of the Korean surname Cho.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cho Sung-hwan Target entity description: Cho Sung-hwan is a South Korean individual notable enough to be recognized as a prominent bearer of the Korean surname Cho.
-
A.
Cho Sang-woo
Cho Sang-woo is a central character in the South Korean series "Squid Game," portrayed as a once-successful investment banker whose desperation and moral decline drive much of the show's tension and drama.
-
B.
Jeong Jin-soo
Jeong Jin-soo is the enigmatic and charismatic cult leader at the center of the South Korean dark fantasy series "Hellbound," whose prophecies about divine judgment drive the show's apocalyptic events.
-
C.
Moon Sung-keun
Moon Sung-keun is a South Korean actor and former politician known for his roles in socially conscious films and television dramas.
-
D.
Jeong Won-oh
Jeong Won-oh is a South Korean politician who serves as the mayor of Seoul's Seongdong District.
-
E.
Jeong Hyeong-don
Jeong Hyeong-don is a South Korean comedian and television host best known for his work on popular variety shows such as "Infinite Challenge" and "Weekly Idol."
- 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_69e0b4a71ebc8190b153a36c738730f4 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6790c935881908f901d058e6a83a9 |
completed | April 20, 2026, 7:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b17c7198c8190b96754a4a0b317c1 |
completed | May 18, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_6a0b1ac642408190bb265ec0a797daf2 |
completed | May 18, 2026, 1:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b1b28377c8190a6c28b470ee5f1f8 |
completed | May 18, 2026, 1:59 p.m. |
Created at: April 16, 2026, 11:28 a.m.