Triple
T7034849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnny Chiang |
E163356
|
entity |
| Predicate | constituency |
P9851
|
FINISHED |
| Object |
Taichung City 8th constituency
Taichung City 8th constituency is a legislative electoral district in Taichung, Taiwan, represented in the Legislative Yuan.
|
E637182
|
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: Taichung City 8th constituency | Statement: [Johnny Chiang, constituency, Taichung City 8th constituency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taichung City 8th constituency Context triple: [Johnny Chiang, constituency, Taichung City 8th constituency]
-
A.
Taipei City Council
The Taipei City Council is the elected municipal legislative body responsible for enacting local laws, budgets, and oversight for Taiwan’s capital city.
-
B.
Taitung County Council
Taitung County Council is the elected local legislative body responsible for making laws, budgets, and policies for Taitung County in southeastern Taiwan.
-
C.
New Taipei City Council
The New Taipei City Council is the elected municipal legislature responsible for making local laws, budgets, and policies for New Taipei City in Taiwan.
-
D.
Nantou County Council
Nantou County Council is the elected local legislative body responsible for making laws, budgets, and policies for Nantou County in central Taiwan.
-
E.
Taoyuan City Council
Taoyuan City Council is the elected municipal legislature responsible for making local laws, budgets, and policies for Taoyuan City in Taiwan.
- 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: Taichung City 8th constituency Triple: [Johnny Chiang, constituency, Taichung City 8th constituency]
Generated description
Taichung City 8th constituency is a legislative electoral district in Taichung, Taiwan, represented in the Legislative Yuan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taichung City 8th constituency Target entity description: Taichung City 8th constituency is a legislative electoral district in Taichung, Taiwan, represented in the Legislative Yuan.
-
A.
Taipei City Council
The Taipei City Council is the elected municipal legislative body responsible for enacting local laws, budgets, and oversight for Taiwan’s capital city.
-
B.
Taitung County Council
Taitung County Council is the elected local legislative body responsible for making laws, budgets, and policies for Taitung County in southeastern Taiwan.
-
C.
New Taipei City Council
The New Taipei City Council is the elected municipal legislature responsible for making local laws, budgets, and policies for New Taipei City in Taiwan.
-
D.
Nantou County Council
Nantou County Council is the elected local legislative body responsible for making laws, budgets, and policies for Nantou County in central Taiwan.
-
E.
Taoyuan City Council
Taoyuan City Council is the elected municipal legislature responsible for making local laws, budgets, and policies for Taoyuan City in Taiwan.
- 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.