Triple
T15644997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Concert Hall (Taipei) |
E376155
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Yang Cho-cheng
Yang Cho-cheng was a prominent Taiwanese architect known for designing many of Taipei’s landmark public buildings and shaping the city’s modern architectural landscape.
|
E1171915
|
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: Yang Cho-cheng | Statement: [National Concert Hall (Taipei), architect, Yang Cho-cheng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yang Cho-cheng Context triple: [National Concert Hall (Taipei), architect, Yang Cho-cheng]
-
A.
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.
-
B.
Wu Po-hsiung
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.
-
C.
Hsiao Bi-khim
Hsiao Bi-khim is a Taiwanese politician and diplomat who has served as Taiwan’s representative to the United States and is a leading figure in the Democratic Progressive Party.
-
D.
Teng Yu-shan
Teng Yu-shan is a Taiwanese film director and screenwriter known for her work in contemporary Taiwanese cinema.
-
E.
Chen Chien-jen
Chen Chien-jen is a Taiwanese epidemiologist and politician who has served in top leadership roles in Taiwan’s government, including as vice president and later as premier.
- 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: Yang Cho-cheng Triple: [National Concert Hall (Taipei), architect, Yang Cho-cheng]
Generated description
Yang Cho-cheng was a prominent Taiwanese architect known for designing many of Taipei’s landmark public buildings and shaping the city’s modern architectural landscape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yang Cho-cheng Target entity description: Yang Cho-cheng was a prominent Taiwanese architect known for designing many of Taipei’s landmark public buildings and shaping the city’s modern architectural landscape.
-
A.
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.
-
B.
Wu Po-hsiung
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.
-
C.
Hsiao Bi-khim
Hsiao Bi-khim is a Taiwanese politician and diplomat who has served as Taiwan’s representative to the United States and is a leading figure in the Democratic Progressive Party.
-
D.
Teng Yu-shan
Teng Yu-shan is a Taiwanese film director and screenwriter known for her work in contemporary Taiwanese cinema.
-
E.
Chen Chien-jen
Chen Chien-jen is a Taiwanese epidemiologist and politician who has served in top leadership roles in Taiwan’s government, including as vice president and later as premier.
- 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_69d85cd1564c8190991adda63bfab4b0 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed400ec8190a14a9f7cf3092865 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff7568028481908caa1e49541bbcf1 |
completed | May 9, 2026, 5:56 p.m. |
| NEDg | Description generation | batch_69ff763d40348190bf102da746420390 |
completed | May 9, 2026, 6 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff76ec45948190bee47609c0d2fd10 |
completed | May 9, 2026, 6:03 p.m. |
Created at: April 10, 2026, 4:15 a.m.