Triple
T22315474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Changhua County |
E551628
|
entity |
| Predicate | capital |
P234
|
FINISHED |
| Object |
Changhua City
Changhua City is a historic urban center in central Taiwan known for its cultural heritage, traditional temples, and role as a regional transportation and commercial hub.
|
E551628
|
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: Changhua City | Statement: [Changhua County, capital, Changhua City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changhua City Context triple: [Changhua County, capital, Changhua City]
-
A.
Changhua County
Changhua County is a largely agricultural and coastal county in central-western Taiwan, known for its fertile plains, historic temples, and dense population.
-
B.
Chiayi
Chiayi is a city in southwestern Taiwan known as a gateway to the Alishan scenic area and for its role as a regional transportation and cultural hub.
-
C.
Hualien City
Hualien City is a coastal urban center in eastern Taiwan known for its proximity to Taroko Gorge and its role as a regional transportation and tourism hub.
-
D.
Chiayi County
Chiayi County is a largely rural county in southwestern Taiwan known for its agriculture, cultural attractions, and proximity to scenic areas such as Alishan.
-
E.
Hsinchu County
Hsinchu County is a county in northwestern Taiwan known for its mix of indigenous cultures, including the Saisiyat people, and its proximity to the high-tech hub of Hsinchu City.
- 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: Changhua City Triple: [Changhua County, capital, Changhua City]
Generated description
Changhua City is a historic urban center in central Taiwan known for its cultural heritage, traditional temples, and role as a regional transportation and commercial hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Changhua City Target entity description: Changhua City is a historic urban center in central Taiwan known for its cultural heritage, traditional temples, and role as a regional transportation and commercial hub.
-
A.
Changhua County
chosen
Changhua County is a largely agricultural and coastal county in central-western Taiwan, known for its fertile plains, historic temples, and dense population.
-
B.
Chiayi
Chiayi is a city in southwestern Taiwan known as a gateway to the Alishan scenic area and for its role as a regional transportation and cultural hub.
-
C.
Hualien City
Hualien City is a coastal urban center in eastern Taiwan known for its proximity to Taroko Gorge and its role as a regional transportation and tourism hub.
-
D.
Chiayi County
Chiayi County is a largely rural county in southwestern Taiwan known for its agriculture, cultural attractions, and proximity to scenic areas such as Alishan.
-
E.
Hsinchu County
Hsinchu County is a county in northwestern Taiwan known for its mix of indigenous cultures, including the Saisiyat people, and its proximity to the high-tech hub of Hsinchu City.
- F. None of above.
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_69e11e4776588190abb21e5cea79973f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1575287688190aa642bb49b24f5a1 |
completed | April 29, 2026, 12:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bd3574a7c81909c3695d0efe5ee07 |
completed | May 19, 2026, 3:04 a.m. |
| NEDg | Description generation | batch_6a0bda47b504819094ddcd90b5b88af3 |
completed | May 19, 2026, 3:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bdae9b2148190a9f02f44ac47feee |
completed | May 19, 2026, 3:37 a.m. |
Created at: April 16, 2026, 8:42 p.m.