Triple
T7034835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnny Chiang |
E163356
|
entity |
| Predicate | birthPlace |
P1
|
FINISHED |
| Object |
Fengyuan, Taichung County, Taiwan
Fengyuan, Taichung County, Taiwan is an urban district in Taichung known as a historic commercial hub and transportation center in central Taiwan.
|
E637180
|
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: Fengyuan, Taichung County, Taiwan | Statement: [Johnny Chiang, birthPlace, Fengyuan, Taichung County, Taiwan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fengyuan, Taichung County, Taiwan Context triple: [Johnny Chiang, birthPlace, Fengyuan, Taichung County, Taiwan]
-
A.
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.
-
B.
Tucheng District, New Taipei, Taiwan
Tucheng District in New Taipei, Taiwan, is an urban industrial district best known as the location of electronics manufacturing giant Foxconn’s global headquarters.
-
C.
Chiayi City, Taiwan
Chiayi City, Taiwan, is a historic city in southwestern Taiwan known as a gateway to Alishan and for its rich cultural heritage and traditional night markets.
-
D.
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.
-
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.
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: Fengyuan, Taichung County, Taiwan Triple: [Johnny Chiang, birthPlace, Fengyuan, Taichung County, Taiwan]
Generated description
Fengyuan, Taichung County, Taiwan is an urban district in Taichung known as a historic commercial hub and transportation center in central Taiwan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fengyuan, Taichung County, Taiwan Target entity description: Fengyuan, Taichung County, Taiwan is an urban district in Taichung known as a historic commercial hub and transportation center in central Taiwan.
-
A.
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.
-
B.
Tucheng District, New Taipei, Taiwan
Tucheng District in New Taipei, Taiwan, is an urban industrial district best known as the location of electronics manufacturing giant Foxconn’s global headquarters.
-
C.
Chiayi City, Taiwan
Chiayi City, Taiwan, is a historic city in southwestern Taiwan known as a gateway to Alishan and for its rich cultural heritage and traditional night markets.
-
D.
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.
-
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 (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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e212e28c8190bf38ce9a25d2032e |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7759c8e408190a7d457e77a44ee26 |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c779acac2881909917e12072f66637 |
completed | March 28, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77a0390248190ba535e7d931a4682 |
completed | March 28, 2026, 6:49 a.m. |
Created at: March 27, 2026, 2:36 p.m.