Triple
T21286027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chang Chun-hsiung |
E524660
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object |
Chun-hsiung
Chun-hsiung is the given name of Chang Chun-hsiung, a Taiwanese politician who served twice as Premier of the Republic of China (Taiwan).
|
E1483480
|
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: Chun-hsiung | Statement: [Chang Chun-hsiung, givenName, Chun-hsiung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chun-hsiung Context triple: [Chang Chun-hsiung, givenName, Chun-hsiung]
-
A.
Hsiao-chang
Hsiao-chang is a member of the Chiang family, a prominent political dynasty in modern Chinese and Taiwanese history.
-
B.
Chien Hsin
Chien Hsin is a notable individual bearing the surname Chien, recognized for achievements that distinguish them among others with the same family name.
-
C.
Chih-chung
Chih-chung is an alternative romanization of the Chinese given name Zhizhong, used in older or non–pinyin transcription systems.
-
D.
Chao Chunghsiung
Chao Chunghsiung is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
-
E.
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.
- 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: Chun-hsiung Triple: [Chang Chun-hsiung, givenName, Chun-hsiung]
Generated description
Chun-hsiung is the given name of Chang Chun-hsiung, a Taiwanese politician who served twice as Premier of the Republic of China (Taiwan).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chun-hsiung Target entity description: Chun-hsiung is the given name of Chang Chun-hsiung, a Taiwanese politician who served twice as Premier of the Republic of China (Taiwan).
-
A.
Hsiao-chang
Hsiao-chang is a member of the Chiang family, a prominent political dynasty in modern Chinese and Taiwanese history.
-
B.
Chien Hsin
Chien Hsin is a notable individual bearing the surname Chien, recognized for achievements that distinguish them among others with the same family name.
-
C.
Chih-chung
Chih-chung is an alternative romanization of the Chinese given name Zhizhong, used in older or non–pinyin transcription systems.
-
D.
Chao Chunghsiung
Chao Chunghsiung is an individual whose family name is Chao, likely of Chinese or Taiwanese origin.
-
E.
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.
- 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_69e0b5171f6c8190a5d57201ede73811 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e736d658e08190ad2f267123d53ede |
completed | April 21, 2026, 8:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09c28f9cac8190ac735c370a0493ec |
completed | May 17, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_6a09c38ffc788190b2e1922da2d0cf2d |
completed | May 17, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09c41d5e448190b18f8753c05e47cf |
completed | May 17, 2026, 1:35 p.m. |
Created at: April 16, 2026, 4:03 p.m.