Triple
T10103509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skudai |
E216259
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Taman Universiti
Taman Universiti is a residential township in Skudai, Johor, Malaysia, known for its proximity to educational institutions and local commercial amenities.
|
E840639
|
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: Taman Universiti | Statement: [Skudai, hasNeighbourhood, Taman Universiti]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taman Universiti Context triple: [Skudai, hasNeighbourhood, Taman Universiti]
-
A.
University of Malaya
The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
-
B.
Minggugong Campus
Minggugong Campus is one of the main campuses of Nanjing University of Aeronautics and Astronautics in Nanjing, China, housing teaching, research, and student facilities.
-
C.
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.
-
D.
Universitas Malacitana
Universitas Malacitana is the Latin motto of the University of Málaga, reflecting its identity as a higher education institution rooted in the historical and cultural traditions of Málaga, Spain.
-
E.
Kita Campus
Kita Campus is the main northern campus of Hokkaido University in Sapporo, Japan, housing key faculties and research facilities including the Graduate School of Science.
- 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: Taman Universiti Triple: [Skudai, hasNeighbourhood, Taman Universiti]
Generated description
Taman Universiti is a residential township in Skudai, Johor, Malaysia, known for its proximity to educational institutions and local commercial amenities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taman Universiti Target entity description: Taman Universiti is a residential township in Skudai, Johor, Malaysia, known for its proximity to educational institutions and local commercial amenities.
-
A.
University of Malaya
The University of Malaya is Malaysia’s oldest and most prestigious public research university, located in Kuala Lumpur and widely recognized as a leading institution in Southeast Asia.
-
B.
Minggugong Campus
Minggugong Campus is one of the main campuses of Nanjing University of Aeronautics and Astronautics in Nanjing, China, housing teaching, research, and student facilities.
-
C.
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.
-
D.
Universitas Malacitana
Universitas Malacitana is the Latin motto of the University of Málaga, reflecting its identity as a higher education institution rooted in the historical and cultural traditions of Málaga, Spain.
-
E.
Kita Campus
Kita Campus is the main northern campus of Hokkaido University in Sapporo, Japan, housing key faculties and research facilities including the Graduate School of Science.
- 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_69ca83d039f08190b9d10363221c69fb |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd09af07c819099774af46ebf62d7 |
completed | April 2, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b6dcca848190851f6f1968fe244c |
completed | April 5, 2026, 7:24 p.m. |
| NEDg | Description generation | batch_69d2b7e64fcc8190805a6a31c8a3786f |
completed | April 5, 2026, 7:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2b883959481909f330a26863621ae |
completed | April 5, 2026, 7:31 p.m. |
Created at: March 30, 2026, 9:03 p.m.