Triple
T1053726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bandung |
E22754
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Telkom University
Telkom University is a private Indonesian university in Bandung known for its strong focus on information and communication technology, engineering, and business education.
|
E128375
|
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: Telkom University | Statement: [Bandung, hasUniversity, Telkom University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Telkom University Context triple: [Bandung, hasUniversity, Telkom University]
-
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.
University of Indonesia
The University of Indonesia is a leading public research university in Indonesia, renowned for its comprehensive academic programs and significant contributions to education and research in Southeast Asia.
-
C.
Institut Teknologi Bandung
Institut Teknologi Bandung is a leading Indonesian public university renowned for its strong programs in science, engineering, and technology.
-
D.
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.
-
E.
Universitas Pendidikan Indonesia
Universitas Pendidikan Indonesia is a prominent Indonesian public university specializing in teacher education and educational sciences, headquartered in Bandung, West Java.
- 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: Telkom University Triple: [Bandung, hasUniversity, Telkom University]
Generated description
Telkom University is a private Indonesian university in Bandung known for its strong focus on information and communication technology, engineering, and business education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Telkom University Target entity description: Telkom University is a private Indonesian university in Bandung known for its strong focus on information and communication technology, engineering, and business education.
-
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.
University of Indonesia
The University of Indonesia is a leading public research university in Indonesia, renowned for its comprehensive academic programs and significant contributions to education and research in Southeast Asia.
-
C.
Institut Teknologi Bandung
Institut Teknologi Bandung is a leading Indonesian public university renowned for its strong programs in science, engineering, and technology.
-
D.
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.
-
E.
Universitas Pendidikan Indonesia
Universitas Pendidikan Indonesia is a prominent Indonesian public university specializing in teacher education and educational sciences, headquartered in Bandung, West Java.
- 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_69a493da02e081908c13ff5e02a0fe7a |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b8d669448190955507e2e4975b9f |
completed | March 1, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac53864a20819081fc59e7102a6e00 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac546c2fa08190a220463913fe727b |
completed | March 7, 2026, 4:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac554c76b48190842013a07891cfe4 |
completed | March 7, 2026, 4:41 p.m. |
Created at: March 1, 2026, 7:42 p.m.