Triple
T21280790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liu Chao-shiuan |
E524515
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object | Gongguan, Miaoli, Taiwan |
—
|
NE NERFINISHED |
How this triple was built (3 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: Gongguan, Miaoli, Taiwan | Statement: [Liu Chao-shiuan, placeOfBirth, Gongguan, Miaoli, Taiwan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gongguan, Miaoli, Taiwan Context triple: [Liu Chao-shiuan, placeOfBirth, Gongguan, Miaoli, Taiwan]
-
A.
Luzhu District, Taoyuan, Taiwan
Luzhu District in Taoyuan, Taiwan, is a suburban industrial and residential area in northern Taiwan that hosts major corporate facilities and benefits from its proximity to Taoyuan International Airport.
-
B.
Fengshan District, Kaohsiung, Taiwan
Fengshan District is a populous urban district in southern Kaohsiung, Taiwan, known for its cultural venues, historic sites, and role as a residential and commercial hub of the city.
-
C.
Hualien, Taiwan
Hualien, Taiwan is a coastal city on Taiwan’s east coast known for its proximity to Taroko Gorge, scenic Pacific shoreline, and role as a regional cultural and transportation hub.
-
D.
Changhua, Taiwan
Changhua is a historic city and county seat in central Taiwan, known for its rich cultural heritage, traditional temples, and the famous Great Buddha statue on Baguashan.
-
E.
Pingtung County, Taiwan
Pingtung County, Taiwan is a largely rural county at the southern tip of Taiwan, known for its coastal scenery, agriculture, and as the birthplace of acclaimed film director Ang Lee.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gongguan, Miaoli, Taiwan Target entity description: Gongguan is a rural township in Miaoli County, Taiwan, known for its Hakka cultural heritage and agricultural landscape.
-
A.
Luzhu District, Taoyuan, Taiwan
Luzhu District in Taoyuan, Taiwan, is a suburban industrial and residential area in northern Taiwan that hosts major corporate facilities and benefits from its proximity to Taoyuan International Airport.
-
B.
Fengshan District, Kaohsiung, Taiwan
Fengshan District is a populous urban district in southern Kaohsiung, Taiwan, known for its cultural venues, historic sites, and role as a residential and commercial hub of the city.
-
C.
Hualien, Taiwan
Hualien, Taiwan is a coastal city on Taiwan’s east coast known for its proximity to Taroko Gorge, scenic Pacific shoreline, and role as a regional cultural and transportation hub.
-
D.
Changhua, Taiwan
Changhua is a historic city and county seat in central Taiwan, known for its rich cultural heritage, traditional temples, and the famous Great Buddha statue on Baguashan.
-
E.
Pingtung County, Taiwan
Pingtung County, Taiwan is a largely rural county at the southern tip of Taiwan, known for its coastal scenery, agriculture, and as the birthplace of acclaimed film director Ang Lee.
- F. None of above. chosen
Provenance (2 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_69e0b516293c819089458ea2ec85f85e |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e736d186988190a5b16fcb669ece9f |
completed | April 21, 2026, 8:35 a.m. |
Created at: April 16, 2026, 4:02 p.m.