Triple
T7862720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ma Ying-jeou |
E182537
|
entity |
| Predicate | precededBy (KMT chairman, 2009) |
P79433
|
FINISHED |
| Object | Wu Po-hsiung |
E184780
|
NE FINISHED |
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: Wu Po-hsiung | Statement: [Ma Ying-jeou, precededBy (KMT chairman, 2009), Wu Po-hsiung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wu Po-hsiung Context triple: [Ma Ying-jeou, precededBy (KMT chairman, 2009), Wu Po-hsiung]
-
A.
Wu Po-hsiung
chosen
Wu Po-hsiung is a Taiwanese politician who served as chairman of the Kuomintang and held several key government posts, including Minister of the Interior and Mayor of Taipei.
-
B.
Chiang Hsiao-wen
Chiang Hsiao-wen was the eldest son of former Republic of China President Chiang Ching-kuo and a member of Taiwan’s influential Chiang political family.
-
C.
Wu Den-yih
Wu Den-yih is a Taiwanese politician who served as Vice President of the Republic of China (Taiwan) and previously as Premier and Mayor of Kaohsiung.
-
D.
Chiang Chi-chen
Chiang Chi-chen is a Taiwanese politician best known for serving as chairman of the Kuomintang (KMT) and as a legislator in Taiwan’s Legislative Yuan.
-
E.
Lee Teng-hui
Lee Teng-hui was a Taiwanese politician who served as the first democratically elected president of the Republic of China and is often called the “father of Taiwan’s democracy.”
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: precededBy (KMT chairman, 2009) Context triple: [Ma Ying-jeou, precededBy (KMT chairman, 2009), Wu Po-hsiung]
-
A.
precededBy (as Prime Minister)
Indicates that one person previously held the office of Prime Minister before another person.
-
B.
precededByAsFirstSecretary
Indicates that one entity previously served as the first secretary before another entity in a given organizational or institutional role.
-
C.
precededBy (Chancellor of the Exchequer)
Indicates that one holder of the office of Chancellor of the Exchequer held the position immediately before another specified holder.
-
D.
precededBy (as Taoiseach)
Indicates that one individual previously held the office of Taoiseach immediately before another individual.
-
E.
precededBy (as Minister of Finance)
Indicates that one individual previously held the position of Minister of Finance before another individual.
- 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_69ca82887fd48190975896bf38c4596b |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb36be5f408190b82a097b0825c57a |
completed | March 31, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc934b8fb88190b84e5d6317c966b2 |
completed | April 1, 2026, 3:38 a.m. |
| PD | Predicate disambiguation | batch_69cae925ca388190ae4a01fa76e957e8 |
completed | March 30, 2026, 9:20 p.m. |
| PDg | Predicate description generation | batch_69caf786ec748190b6347b0c94335550 |
completed | March 30, 2026, 10:21 p.m. |
Created at: March 30, 2026, 4:53 p.m.