Triple
T1351088
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malang |
E28882
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Universitas Brawijaya
Universitas Brawijaya is a major public university in Indonesia known for its wide range of academic programs and significant role in education and research.
|
E160349
|
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: Universitas Brawijaya | Statement: [Malang, hasHigherEducationInstitution, Universitas Brawijaya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Universitas Brawijaya Context triple: [Malang, hasHigherEducationInstitution, Universitas Brawijaya]
-
A.
Airlangga University
Airlangga University is a major public research university in Indonesia known for its strong programs in medicine, social sciences, and law.
-
B.
State University of Semarang
State University of Semarang is a public higher education institution in Semarang, Indonesia, known for its teacher education and multidisciplinary academic programs.
-
C.
Yogyakarta State University
Yogyakarta State University is a public university in Yogyakarta, Indonesia, known for its strong focus on teacher education and educational sciences.
-
D.
Gadjah Mada University
Gadjah Mada University is one of Indonesia’s oldest and most prestigious public universities, renowned for its comprehensive academic programs and significant role in the country’s intellectual and social development.
-
E.
Diponegoro University
Diponegoro University is a prominent public university in Indonesia known for its strong academic programs and research, particularly in engineering, social sciences, and maritime studies.
- 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: Universitas Brawijaya Triple: [Malang, hasHigherEducationInstitution, Universitas Brawijaya]
Generated description
Universitas Brawijaya is a major public university in Indonesia known for its wide range of academic programs and significant role in education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Universitas Brawijaya Target entity description: Universitas Brawijaya is a major public university in Indonesia known for its wide range of academic programs and significant role in education and research.
-
A.
Airlangga University
Airlangga University is a major public research university in Indonesia known for its strong programs in medicine, social sciences, and law.
-
B.
State University of Semarang
State University of Semarang is a public higher education institution in Semarang, Indonesia, known for its teacher education and multidisciplinary academic programs.
-
C.
Yogyakarta State University
Yogyakarta State University is a public university in Yogyakarta, Indonesia, known for its strong focus on teacher education and educational sciences.
-
D.
Gadjah Mada University
Gadjah Mada University is one of Indonesia’s oldest and most prestigious public universities, renowned for its comprehensive academic programs and significant role in the country’s intellectual and social development.
-
E.
Diponegoro University
Diponegoro University is a prominent public university in Indonesia known for its strong academic programs and research, particularly in engineering, social sciences, and maritime studies.
- 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_69acde1555048190b73c1616d1979b08 |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69acdee073fc819098c906d91870b317 |
completed | March 8, 2026, 2:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace0a7ddc08190a44be1707587351b |
completed | March 8, 2026, 2:36 a.m. |
Created at: March 1, 2026, 7:56 p.m.