Triple
T15803464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chao |
E383151
|
entity |
| Predicate | isSurnameOf |
P37098
|
FINISHED |
| Object |
Chao Chunghsiung
Chao Chunghsiung is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
|
E1182551
|
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: Chao Chunghsiung | Statement: [Chao, isSurnameOf, Chao Chunghsiung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chao Chunghsiung Context triple: [Chao, isSurnameOf, Chao Chunghsiung]
-
A.
Ke Chieh
Ke Chieh is the Taiwanese romanization of Ke Jie, the Chinese professional Go player renowned for being one of the world's strongest and for his high-profile matches against AI programs like AlphaGo.
-
B.
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.
-
C.
Tung Chao-yung
Tung Chao-yung was a prominent Hong Kong shipping magnate and founder of the Orient Overseas shipping empire.
-
D.
Liu Chao-shiuan
Liu Chao-shiuan is a Taiwanese politician and academic who served as Premier of the Republic of China (Taiwan) and previously held key ministerial and leadership roles in government and higher education.
-
E.
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.
- 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: Chao Chunghsiung Triple: [Chao, isSurnameOf, Chao Chunghsiung]
Generated description
Chao Chunghsiung is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chao Chunghsiung Target entity description: Chao Chunghsiung is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
-
A.
Ke Chieh
Ke Chieh is the Taiwanese romanization of Ke Jie, the Chinese professional Go player renowned for being one of the world's strongest and for his high-profile matches against AI programs like AlphaGo.
-
B.
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.
-
C.
Tung Chao-yung
Tung Chao-yung was a prominent Hong Kong shipping magnate and founder of the Orient Overseas shipping empire.
-
D.
Liu Chao-shiuan
Liu Chao-shiuan is a Taiwanese politician and academic who served as Premier of the Republic of China (Taiwan) and previously held key ministerial and leadership roles in government and higher education.
-
E.
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.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b524835c8190ae286b2562f07756 |
completed | April 16, 2026, 10:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb038dac881909ede37fa7766a249 |
completed | May 9, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69ffb0ef7f3081908744a759bb3e4e8c |
completed | May 9, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb1dbd7d08190b84ae201e0866139 |
completed | May 9, 2026, 10:14 p.m. |
Created at: April 10, 2026, 4:48 a.m.