Triple
T15644879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Civil Service Protection and Training Commission |
E376152
|
entity |
| Predicate | governingBodyOf |
P479
|
FINISHED |
| Object |
national civil service training system in Taiwan
The national civil service training system in Taiwan is a government-run framework that provides professional education, development, and capacity-building programs for public servants across the country.
|
E1167595
|
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: national civil service training system in Taiwan | Statement: [Civil Service Protection and Training Commission, governingBodyOf, national civil service training system in Taiwan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: national civil service training system in Taiwan Context triple: [Civil Service Protection and Training Commission, governingBodyOf, national civil service training system in Taiwan]
-
A.
Taiwan International Graduate Program
Taiwan International Graduate Program is an English-taught, interdisciplinary PhD program in Taiwan that brings together Academia Sinica and leading universities to train international and local students in cutting-edge research fields.
-
B.
Foundation Course for civil service probationers
The Foundation Course for civil service probationers is an introductory training program that orients newly selected Indian civil servants to public administration, governance, and inter-service camaraderie before they join their respective specialized academies.
-
C.
University System of Taiwan
The University System of Taiwan is an alliance of leading Taiwanese universities that collaborate on academic programs, research, and resource sharing to enhance higher education quality and competitiveness.
-
D.
Bureau of Personnel and Training
The Bureau of Personnel and Training is a division within the Alabama Department of Transportation responsible for managing human resources functions and employee training and development programs.
-
E.
Ministry of Labor (Taiwan)
The Ministry of Labor (Taiwan) is the central government agency responsible for formulating and implementing labor policies, employment services, and worker protections 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: national civil service training system in Taiwan Triple: [Civil Service Protection and Training Commission, governingBodyOf, national civil service training system in Taiwan]
Generated description
The national civil service training system in Taiwan is a government-run framework that provides professional education, development, and capacity-building programs for public servants across the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: national civil service training system in Taiwan Target entity description: The national civil service training system in Taiwan is a government-run framework that provides professional education, development, and capacity-building programs for public servants across the country.
-
A.
Taiwan International Graduate Program
Taiwan International Graduate Program is an English-taught, interdisciplinary PhD program in Taiwan that brings together Academia Sinica and leading universities to train international and local students in cutting-edge research fields.
-
B.
Foundation Course for civil service probationers
The Foundation Course for civil service probationers is an introductory training program that orients newly selected Indian civil servants to public administration, governance, and inter-service camaraderie before they join their respective specialized academies.
-
C.
University System of Taiwan
The University System of Taiwan is an alliance of leading Taiwanese universities that collaborate on academic programs, research, and resource sharing to enhance higher education quality and competitiveness.
-
D.
Bureau of Personnel and Training
The Bureau of Personnel and Training is a division within the Alabama Department of Transportation responsible for managing human resources functions and employee training and development programs.
-
E.
Ministry of Labor (Taiwan)
The Ministry of Labor (Taiwan) is the central government agency responsible for formulating and implementing labor policies, employment services, and worker protections 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_69d85cd1564c8190991adda63bfab4b0 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed400ec8190a14a9f7cf3092865 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f4e558481909a39fdc5d104994a |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff5ffaefb4819094468ff0008740f8 |
completed | May 9, 2026, 4:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff6062f0ac819081270f270ce2f057 |
completed | May 9, 2026, 4:27 p.m. |
Created at: April 10, 2026, 4:15 a.m.