Triple
T6562673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Education |
E153821
|
entity |
| Predicate | denotesQualityOf |
P50780
|
FINISHED |
| Object | Malang as a hub for educational institutions |
E153821
|
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: Malang as a hub for educational institutions | Statement: [City of Education, denotesQualityOf, Malang as a hub for educational institutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malang as a hub for educational institutions Context triple: [City of Education, denotesQualityOf, Malang as a hub for educational institutions]
-
A.
City of Education (Kota Pendidikan)
chosen
City of Education (Kota Pendidikan) is a nickname highlighting Malang’s reputation as a major Indonesian center for schools, universities, and academic life.
-
B.
Kota Pelajar
Kota Pelajar is a popular nickname for Yogyakarta, Indonesia, highlighting its status as a major national center of education and student life.
-
C.
Universitas Negeri Malang
Universitas Negeri Malang is a prominent Indonesian public university known for its strong focus on teacher education and educational sciences.
-
D.
Universitas Muhammadiyah Malang
Universitas Muhammadiyah Malang is a prominent private Islamic university in Malang, Indonesia, affiliated with the Muhammadiyah organization and known for its diverse academic programs and community engagement.
-
E.
Balitai Campus
Balitai Campus is the historic main campus of Nankai University in Tianjin, China, known for its long academic tradition and central role in the university’s teaching and research.
- 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_69c6880cb35881909b763eb0125236b9 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d0a262808190a33ac94374affde4 |
completed | March 27, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d55fa1bc81908f2929e835051532 |
completed | March 27, 2026, 7:07 p.m. |
Created at: March 27, 2026, 1:52 p.m.