Triple
T20387078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cho |
E497986
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object | Cho Yang-ho |
E1344914
|
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: Cho Yang-ho | Statement: [Cho, hasNotableBearer, Cho Yang-ho]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cho Yang-ho Context triple: [Cho, hasNotableBearer, Cho Yang-ho]
-
A.
Cho Yang-ho
chosen
Cho Yang-ho was a South Korean businessman best known as the longtime chairman of Hanjin Group and its flagship airline, Korean Air.
-
B.
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.
-
C.
Yoon Deok-soo
Yoon Deok-soo is the resilient everyman protagonist of the South Korean film "Ode to My Father," whose life story reflects the struggles and sacrifices of Korea’s post-war generation.
-
D.
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.
-
E.
Oh Man-seok
Oh Man-seok is a South Korean actor and musical theatre performer known for his versatile roles on stage, television, and film.
- 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_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_6a0af0c3ccc0819089f78016552e8553 |
completed | May 18, 2026, 10:58 a.m. |
Created at: April 16, 2026, 11:28 a.m.