Triple
T8414599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morris Chang |
E198702
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Chang Chung‑mou
Chang Chung‑mou is a Taiwanese-American engineer and entrepreneur best known as the founder of Taiwan Semiconductor Manufacturing Company (TSMC), the world’s leading dedicated semiconductor foundry.
|
E756557
|
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: Chang Chung‑mou | Statement: [Morris Chang, birthName, Chang Chung‑mou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chang Chung‑mou Context triple: [Morris Chang, birthName, Chang Chung‑mou]
-
A.
Chang Yung-fa
Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
-
B.
Gong Hwang-cherng
Gong Hwang-cherng was a prominent Chinese linguist known for his influential comparative and historical research on Sino-Tibetan languages and Proto-Sino-Tibetan reconstruction.
-
C.
Chang Chun-hsiung
Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
-
D.
Chin Ting-chang
Chin Ting-chang is a cinematographer best known for his work on the Taiwanese historical war film "Seediq Bale."
-
E.
Pai Chung-hsi
Pai Chung-hsi is an alternate romanization of Bai Chongxi, a prominent Chinese Muslim general and political leader of the Nationalist forces in the early to mid-20th century.
- 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: Chang Chung‑mou Triple: [Morris Chang, birthName, Chang Chung‑mou]
Generated description
Chang Chung‑mou is a Taiwanese-American engineer and entrepreneur best known as the founder of Taiwan Semiconductor Manufacturing Company (TSMC), the world’s leading dedicated semiconductor foundry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chang Chung‑mou Target entity description: Chang Chung‑mou is a Taiwanese-American engineer and entrepreneur best known as the founder of Taiwan Semiconductor Manufacturing Company (TSMC), the world’s leading dedicated semiconductor foundry.
-
A.
Chang Yung-fa
Chang Yung-fa was a Taiwanese shipping magnate and philanthropist best known as the billionaire founder of the Evergreen Group conglomerate.
-
B.
Gong Hwang-cherng
Gong Hwang-cherng was a prominent Chinese linguist known for his influential comparative and historical research on Sino-Tibetan languages and Proto-Sino-Tibetan reconstruction.
-
C.
Chang Chun-hsiung
Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
-
D.
Chin Ting-chang
Chin Ting-chang is a cinematographer best known for his work on the Taiwanese historical war film "Seediq Bale."
-
E.
Pai Chung-hsi
Pai Chung-hsi is an alternate romanization of Bai Chongxi, a prominent Chinese Muslim general and political leader of the Nationalist forces in the early to mid-20th century.
- 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_69ca831201b481909e137936ef99ff11 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb83e328cc8190b3b038005d0bb66f |
completed | March 31, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf512d294c8190bed7e37991d237c1 |
completed | April 3, 2026, 5:33 a.m. |
| NEDg | Description generation | batch_69cf540bee8081908f9c176a1971742f |
completed | April 3, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf54a056408190bd536f79e3ec33be |
completed | April 3, 2026, 5:48 a.m. |
Created at: March 30, 2026, 6:06 p.m.