Triple
T7862712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ma Ying-jeou |
E182537
|
entity |
| Predicate | succeededBy (Mayor of Taipei) |
P8308
|
FINISHED |
| Object |
Hau Lung-pin
Hau Lung-pin is a Taiwanese politician and academic who served as Mayor of Taipei and has been a prominent figure in the Kuomintang (KMT) party.
|
E702010
|
NE FINISHED |
How this triple was built (5 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: Hau Lung-pin | Statement: [Ma Ying-jeou, succeededBy (Mayor of Taipei), Hau Lung-pin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hau Lung-pin Context triple: [Ma Ying-jeou, succeededBy (Mayor of Taipei), Hau Lung-pin]
-
A.
Lu Hao-tung
Lu Hao-tung was a Chinese revolutionary and early member of the Tongmenghui best known for creating the Blue Sky with a White Sun emblem that later became a symbol of the Republic of China.
-
B.
Chiang Wan-an
Chiang Wan-an is a Taiwanese politician and member of the prominent Chiang family who currently serves as the Mayor of Taipei.
-
C.
Ma Hiao-Tsiun
Ma Hiao-Tsiun was a Chinese-born musician and music educator best known as the father and early musical mentor of renowned cellist Yo-Yo Ma.
-
D.
Chang Yung-fa
Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
-
E.
Hau Pei-tsun
Hau Pei-tsun was a Taiwanese military general and politician who served as Premier of the Republic of China in the early 1990s and played a key role in Taiwan’s transition from authoritarian rule to democracy.
- 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: Hau Lung-pin Triple: [Ma Ying-jeou, succeededBy (Mayor of Taipei), Hau Lung-pin]
Generated description
Hau Lung-pin is a Taiwanese politician and academic who served as Mayor of Taipei and has been a prominent figure in the Kuomintang (KMT) party.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hau Lung-pin Target entity description: Hau Lung-pin is a Taiwanese politician and academic who served as Mayor of Taipei and has been a prominent figure in the Kuomintang (KMT) party.
-
A.
Lu Hao-tung
Lu Hao-tung was a Chinese revolutionary and early member of the Tongmenghui best known for creating the Blue Sky with a White Sun emblem that later became a symbol of the Republic of China.
-
B.
Chiang Wan-an
Chiang Wan-an is a Taiwanese politician and member of the prominent Chiang family who currently serves as the Mayor of Taipei.
-
C.
Ma Hiao-Tsiun
Ma Hiao-Tsiun was a Chinese-born musician and music educator best known as the father and early musical mentor of renowned cellist Yo-Yo Ma.
-
D.
Chang Yung-fa
Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
-
E.
Hau Pei-tsun
Hau Pei-tsun was a Taiwanese military general and politician who served as Premier of the Republic of China in the early 1990s and played a key role in Taiwan’s transition from authoritarian rule to democracy.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: succeededBy (Mayor of Taipei) Context triple: [Ma Ying-jeou, succeededBy (Mayor of Taipei), Hau Lung-pin]
-
A.
succeededBy (Governor of New York)
Indicates that one individual directly follows another in holding the office of Governor of New York.
-
B.
wonMayoraltyOf
Indicates that one entity won the election to become mayor of a specified place or jurisdiction.
-
C.
succeededBy (Governor of California)
Indicates that one individual directly follows another in holding the office of Governor of California.
-
D.
hasMayor
Indicates that one entity serves as the mayor of another entity, typically a city, town, or municipality.
-
E.
successorInCity
chosen
Indicates that one entity directly follows or replaces another in holding a particular role, position, or function within the same city.
- F. None of above.
Provenance (6 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_69cbdf587efc819099e24ab2fad6d4be |
completed | March 31, 2026, 2:51 p.m. |
| NEDg | Description generation | batch_69cbe436e20481908b297cd94eafbeec |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc0c32aac081909cdd0d69cacdd27f |
completed | March 31, 2026, 6:02 p.m. |
| PD | Predicate disambiguation | batch_69cae925ca388190ae4a01fa76e957e8 |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 4:53 p.m.