Triple
T1351091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malang |
E28882
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Ma Chung University
Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
|
E153814
|
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: Ma Chung University | Statement: [Malang, hasHigherEducationInstitution, Ma Chung University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ma Chung University Context triple: [Malang, hasHigherEducationInstitution, Ma Chung University]
-
A.
Dong-A University
Dong-A University is a major private research university in Busan, South Korea, known for its comprehensive academic programs and multiple urban campuses.
-
B.
Keimyung University
Keimyung University is a private Christian university in Daegu, South Korea, known for its international programs and picturesque campus.
-
C.
Shouyi Campus
Shouyi Campus is one of the main campuses of Zhongnan University of Economics and Law, housing key teaching and administrative facilities for the university.
-
D.
Kyungpook National University
Kyungpook National University is a major national research university in South Korea known for its comprehensive academic programs and strong regional influence.
-
E.
Duke Kunshan University
Duke Kunshan University is a Sino-American joint-venture liberal arts and research university in Kunshan, China, operated in partnership between Duke University and Wuhan University.
- 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: Ma Chung University Triple: [Malang, hasHigherEducationInstitution, Ma Chung University]
Generated description
Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ma Chung University Target entity description: Ma Chung University is a private university located in Malang, Indonesia, known for its focus on entrepreneurship, applied sciences, and industry-oriented education.
-
A.
Dong-A University
Dong-A University is a major private research university in Busan, South Korea, known for its comprehensive academic programs and multiple urban campuses.
-
B.
Keimyung University
Keimyung University is a private Christian university in Daegu, South Korea, known for its international programs and picturesque campus.
-
C.
Shouyi Campus
Shouyi Campus is one of the main campuses of Zhongnan University of Economics and Law, housing key teaching and administrative facilities for the university.
-
D.
Kyungpook National University
Kyungpook National University is a major national research university in South Korea known for its comprehensive academic programs and strong regional influence.
-
E.
Duke Kunshan University
Duke Kunshan University is a Sino-American joint-venture liberal arts and research university in Kunshan, China, operated in partnership between Duke University and Wuhan University.
- 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c26b1b4881908ae4b1b2c9b268a0 |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc63eef908190aef058396f63a5a4 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc6dd15a481908cf870c87d469bc9 |
completed | March 8, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc8072bb08190b1b7fb19fc2c0efc |
completed | March 8, 2026, 12:51 a.m. |
Created at: March 1, 2026, 7:56 p.m.