Triple
T11054146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Chiao Tung University |
E261330
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | Ministry of Education (Taiwan) |
E57599
|
NE FINISHED |
How this triple was built (2 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: Ministry of Education (Taiwan) | Statement: [National Chiao Tung University, affiliation, Ministry of Education (Taiwan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Education (Taiwan) Context triple: [National Chiao Tung University, affiliation, Ministry of Education (Taiwan)]
-
A.
Ministry of Education of the ROC
chosen
The Ministry of Education of the Republic of China is the central government agency in Taiwan responsible for national education policy, curriculum standards, and language planning, including the promotion and regulation of Standard Chinese.
-
B.
Ministry of Education
The Ministry of Education is Egypt’s governmental body responsible for overseeing and regulating the country’s pre-university education system and related policies.
-
C.
Ministry of Education
The Ministry of Education is a government department responsible for overseeing a country's education system, including schools, curricula, and educational policy.
-
D.
Ministry of Culture (Taiwan)
The Ministry of Culture (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s cultural policies, including the promotion of arts, heritage preservation, and cultural industries.
-
E.
Department of Education of Taoyuan City Government
The Department of Education of Taoyuan City Government is the municipal agency responsible for planning, managing, and overseeing education policies, schools, and related educational services within Taoyuan City, Taiwan.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d798a0890481909c1d4f9d5b23f33a |
completed | April 9, 2026, 12:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3c86052148190adfc250c3dd27094 |
completed | April 18, 2026, 6:07 p.m. |
Created at: April 8, 2026, 9:26 p.m.