Triple
T515487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Semarang |
E10696
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E64248
|
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: Diponegoro University | Statement: [Semarang, hasUniversity, Diponegoro University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Diponegoro University Context triple: [Semarang, hasUniversity, Diponegoro 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 Sepuluh Nopember
Institut Teknologi Sepuluh Nopember is a leading Indonesian public technological university renowned for its engineering and science programs.
-
D.
Academia Gustaviana
Academia Gustaviana was the original name of the historic University of Tartu, one of Northern Europe’s oldest universities founded in the early 17th century in present-day Estonia.
-
E.
Gomal University
Gomal University is a public higher education institution located in Dera Ismail Khan, Pakistan, known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
- 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: Diponegoro University Triple: [Semarang, hasUniversity, Diponegoro University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Diponegoro University Target entity description: 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.
-
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 Sepuluh Nopember
Institut Teknologi Sepuluh Nopember is a leading Indonesian public technological university renowned for its engineering and science programs.
-
D.
Academia Gustaviana
Academia Gustaviana was the original name of the historic University of Tartu, one of Northern Europe’s oldest universities founded in the early 17th century in present-day Estonia.
-
E.
Gomal University
Gomal University is a public higher education institution located in Dera Ismail Khan, Pakistan, known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
- 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1836b688190a60cc901a8724159 |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a1508e7c8190983dfe0b87c6c7ca |
completed | March 1, 2026, 8:28 p.m. |
| NEDg | Description generation | batch_69a4a222e4008190990842b744945f88 |
completed | March 1, 2026, 8:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a27f91ec81909cb25a8e004632ef |
completed | March 1, 2026, 8:33 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.