Triple
T19089373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chun Doo-hwan |
E467239
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Choi Kyu-hah |
—
|
NE NERFINISHED |
How this triple was built (3 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: Choi Kyu-hah | Statement: [Chun Doo-hwan, precededBy, Choi Kyu-hah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Choi Kyu-hah Context triple: [Chun Doo-hwan, precededBy, Choi Kyu-hah]
-
A.
Choi Gyu-seok
Choi Gyu-seok is a South Korean webtoon artist and writer best known for creating the original comic that inspired the dark fantasy series "Hellbound."
-
B.
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.
-
C.
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.
-
D.
Chung Mong-joon
Chung Mong-joon is a South Korean businessman and politician best known as a former vice-president of FIFA and a leading figure in the Hyundai chaebol family.
-
E.
Jin Kyeong-hun
Jin Kyeong-hun is a central character in the South Korean dark fantasy series "Hellbound," depicted as a determined detective entangled in the mysterious and terrifying supernatural decrees that suddenly begin condemning people to hell.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Choi Kyu-hah Target entity description: Choi Kyu-hah was a South Korean politician who briefly served as the country's president during the turbulent transition period following Park Chung-hee's assassination.
-
A.
Choi Gyu-seok
Choi Gyu-seok is a South Korean webtoon artist and writer best known for creating the original comic that inspired the dark fantasy series "Hellbound."
-
B.
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.
-
C.
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.
-
D.
Chung Mong-joon
Chung Mong-joon is a South Korean businessman and politician best known as a former vice-president of FIFA and a leading figure in the Hyundai chaebol family.
-
E.
Jin Kyeong-hun
Jin Kyeong-hun is a central character in the South Korean dark fantasy series "Hellbound," depicted as a determined detective entangled in the mysterious and terrifying supernatural decrees that suddenly begin condemning people to hell.
- F. None of above. chosen
Provenance (2 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e34981648190a89b006831846940 |
completed | April 20, 2026, 8:26 a.m. |
Created at: April 10, 2026, 12:04 p.m.